Big Data Management und Analytics

Wissenschaftliche Publikationen

Jahr	Titel/Autor	Dokumentart
2021	5G basierte Anforderungsanalyse und Referenzarchitektur für zukunftsfähige und massentaugliche Microservice-basierte Warnsysteme im Katastrophenschutz Lukau, Eridy; Meissen, Ulrich	Konferenzbeitrag
2021	Adaptive Personalization in Driver Assistance Systems Dang, Hien Quoc; Kuijper, Arjan (Referent); Fürnkranz, Johannes (Korreferent); Winner, Hermann (Korreferent)	Dissertation
2021	Adding Reason to the Blackbox: Building Surrogate Models Based on Adaptive Abstractions Schmidt, Tim; Kuijper, Arjan (1. Review); Mukhopadhyay, Anirban (2. Review)	Master Thesis
2021	Advances in the Human Side of Service Engineering: Proceedings of the AHFE 2021 Virtual Conference on the Human Side of Service Engineering, July 25-29, 2021, USA Leitner, Christine (Editor); Ganz, Walter (Editor); Satterfield, Debra (Editor); Bassano, Clara (Editor)	Tagungsband
2021	Approach for a modular design methodology for an efficient development of 3D MID components Mager, T.; Jürgenhake, C.; Dumitrescu, R.	Konferenzbeitrag
2021	Arbeits- und Prozessgestaltung für KI-Anwendungen Ganz, Walter; Kremer, David; Hoppe, Markus; Tombeil, Anne-Sophie; Dukino, Claudia; Zaiser, Helmut; Zanker, Claus	Studie Volltext
2021	Are you sure? Prediction revision in automated decision-making Burkart, Nadia; Robert, Sebastian; Huber, Marco	Zeitschriftenaufsatz Volltext
2021	Beschäftigteninteressen und Regulierungserfordernisse bei KI-Anwendungen Hoppe, Markus; Hermes, Adrian	Studie Volltext
2021	Beyond Cache Attacks: Exploiting the Bus-based Communication Structure for Powerful On-Chip Microarchitectural Attacks Sepulveda, J.; Gross, M.; Zankl, A.; Sigl, G.	Zeitschriftenaufsatz
2021	Beyond the Hype: Why Do Data-Driven Projects Fail? Ermakova, Tatiana; Blume, Julia; Fabian, Benjamin; Fomenko, Elena; Berlin, Marcus; Hauswirth, Manfred	Konferenzbeitrag Volltext
2021	Bridge me if you can! Evaluating the latency of securing profinet Hohmann, Stephan; Mueller, Tobias; Stübs, Marius	Konferenzbeitrag Volltext
2021	CLEP: A hybrid data- and knowledge-driven framework for generating patient representations Bharadhwaj, Vinay Srinivas; Ali, Mehdi; Birkenbihl, Colin; Mubeen, Sarah; Lehmann, Jens; Hofmann-Apitius, Martin; Hoyt, Charles Tapley; Domingo-Fernández, Daniel	Zeitschriftenaufsatz Volltext
2021	Cloudbasierte KI-Plattformen: Chancen und Grenzen von Diensten für Machine Learning as a Service Hanussek, Marc; Papp, Harald; Blohm, Matthias; Kintz, Maximilien; Grigorjan, Arthur; Brandt, David; Hennebold, Christoph; Oberle, Michael; Bauer, Wilhelm (Hrsg.); Bauernhansl, Thomas (Hrsg.); Huber, Marco (Hrsg.); Kraus, Werner (Hrsg.); Peissner, Matthias (Hrsg.); Renner, Thomas (Hrsg.)	Studie Volltext
2021	Constructing Spaces and Times for Tactical Analysis in Football Andrienko, Gennady; Andrienko, Natalia; Anzer, Gabriel; Bauer, P.; Budziak, G.; Fuchs, G.; Hecker, D.; Weber, H.; Wrobel, S.	Zeitschriftenaufsatz
2021	Correction to: Human migration: The big data perspective: Correction to: International Journal of Data Science and Analytics (2021) 11:341–360 https://doi.org/10.1007/s41060-020-00213-5 Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R.	Zeitschriftenaufsatz
2021	The Cost of OSCORE and EDHOC for Constrained Devices Hristozov, S.; Huber, M.; Xu, L.; Fietz, J.; Liess, M.; Sigl, G.	Konferenzbeitrag
2021	Cross-database and Cross-attack Iris Presentation Attack Detection Using Micro Stripes Analyses Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan	Zeitschriftenaufsatz
2021	Customizable Coordination of Independent Visual Analytics Tools Nonnemann, Lars; Hogräfer, Marius; Schumann, Heidrun; Urban, Bodo; Schulz, Hans-Jörg	Konferenzbeitrag
2021	Data Management Technologies and Applications. 9th International Conference, DATA 2020. Revised Selected Papers: Virtual Event, July 7-9, 2020 Hammoudi, Slimane (Editor); Quix, Christoph (Editor); Bernardino, Jorge (Editor)	Tagungsband
2021	Data Spine: A Federated Interoperability Enabler for Heterogeneous IoT Platform Ecosystems Deshmukh, Rohit A.; Jayakody, Dileepa; Schneider, Alexander; Damjanovic-Behrendt, Violeta	Zeitschriftenaufsatz Volltext
2021	Development of a Method for the Fusion of Environment Perception Sensor Data for an Automated Vehicle Uecker, Marc; Linnhoff, Clemens (Supervisor); Kuijper, Arjan (Supervisor)	Master Thesis
2021	Differential Equation Based Framework for Deep Reinforcement Learning Gottschalk, Simon	Dissertation Volltext
2021	Distributed Skin Lesion Analysis Across Decentralised Data Sources Mou, Y.; Welten, S.; Jaberansary, M.; Ucer Yediel, Y.; Kirsten, T.; Decker, S.; Beyan, O.	Konferenzbeitrag Volltext
2021	Edge Computing standardisation and initiatives Rennoch, Axel; Willner, Alexander	Konferenzbeitrag Volltext
2021	ELIoT: New features in LiFi for next-generation IoT Linnartz, Jean-Paul; Corrêa, Carina Ribeiro Barbio; Cunha, Thiago Elias B.; Tangdiongga, Eduward; Koonen, Ton; Deng, Xiong; Wendt, Mathias; Abbo, Anteneh; Stobbelaar, Pieter J.; Müller, Marcel; Behnke, Daniel; Vázquez, Marcos; Colonques, Santiago Vicent; Bech, Martijn; Metin, Taner; Emmelmann, Marc; Kouhini, Sepideh Mohammadi; Bober, Kai Lennert; Kottke, Christoph; Jungnickel, Volker	Konferenzbeitrag
2021	Enabling Industry 4.0 Communication Protocol Interoperability: An OPC UA Case Study Kannoth, Subash; Schnicke, Frank; Antonino, Pablo Oliveira	Konferenzbeitrag
2021	Evaluation Methods for an AI-Supported Learning Management System: Quantifying and Qualifying Added Values for Teaching and Learning Rerhaye, Lisa; Altun, Daniela; Krauss, Christopher; Müller, Christoph	Konferenzbeitrag
2021	Evolving from Data to Knowledge Mining to Uncover Hidden Relationships Demestichas, Konstantinos; Remoundou, Konstantina; Loumiotis, Ioannis; Adamopoulou, Evgenia; Müller, Wilmuth; Pallmer, Dirk; Mühlenberg, Dirk; Kozik, Rafal; Choras, Michael; Faure, David; Horincar, Roxana; Brodie of Brodie, Edward Benedict; Jacobe de Naurois, Charlotte; Chandramouli, Krishna; Rosca, Alexandra	Aufsatz in Buch
2021	Experimentation and 5G KPI Measurements in the 5GENESIS Platforms Xilouris, Georgios; Christopoulou, Maria; Koumaras, Harilaos; Kourtis, Michail-Alexandros; Emmelmann, Marc; Triantafyllopoulou, Dionysia; Rahulan, Yogaratnam; Muriel, Ivan Gonzalez; Zayas, Almudena Diaz; Atxutegi, Eneko; Gardikis, Georgios; Lioprasitis, Dimitrios; Tsolkas, Dimitris; Kostakis, Panagiotis; Aumayr, Erik; Bosneag, Anne-Marie Cristina; Alay, Ozgu; Frascolla, Valerio; Brunstrom, Anna	Konferenzbeitrag Volltext
2021	An Explainable Multimodal Neural Network Architecture for Predicting Epilepsy Comorbidities Based on Administrative Claims Data Linden, Thoma; Jong, J. de; Lu, C.; Kiri, V.; Haeffs, K.; Fröhlich, H.	Zeitschriftenaufsatz Volltext
2021	Explanation Framework for Intrusion Detection Burkart, Nadia; Franz, Maximilian; Huber, Marco F.	Konferenzbeitrag Volltext
2021	Face Liveness Detection Competition (LivDet-Face) - 2021 Purnapatra, Sandip; Smalt, Nic; Bahmani, Keivan; Das, Priyanka; Yambay, David; Mohammadi, Amir; George, Anjith; Bourlai, Thirimachos; Marcel, Sébastien; Schuckers, Stephanie; Fang, Meiling; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Kantarci, Alperen; Demir, Başar; Yildiz, Zafer; Ghafoory, Zabi; Dertli, Hasan; Ekenel, Hazım Kemal; Vu, Son; Christophides, Vassilis; Dashuang, Liang; Guanghao, Zhang; Zhanlong, Hao; Junfu, Liu; Yufeng, Jin; Liu, Samo; Huang, Samuel; Kuei, Salieri; Singh, Jag Mohan; Ramachandra, Raghavendra	Konferenzbeitrag
2021	A Framework for Cloud-based Testing of Multi-variant Cyber-physical Systems Schlingloff, Bernd-Holger; Hoppe, Niels	Konferenzbeitrag
2021	Früherkennung von Schwanzbeißen bei Schweinen auf der Basis von Deep Learning: Entwicklungskonzept eins praxistauglichen Frühwarnsystems Wißkirchen, Peter; Warns, Friederike K.; Dahlhoff, Katharina; Goretzky, Carina; Brune, Timo; Bitti, Foaud; Mathis, Harald; Asten, Astrid van	Konferenzbeitrag Volltext
2021	Generalizing a Clustering of Units Visualization for Personal Cyber Analytics Guski, Florian; Kuijper, Arjan (1. Review); Schufrin, Marija (2. Review)	Master Thesis
2021	Generating Artificial Sensor Data for the Comparison of Unsupervised Machine Learning Methods Zimmering, Bernd; Niggemann, Oliver; Hasterok, Constanze; Pfannstiel, Erik; Ramming, Dario; Pfrommer, Julius	Zeitschriftenaufsatz Volltext
2021	Generative Machine Learning for Resource-Aware 5G and IoT Systems Piatkowski, Nico; Mueller-Roemer, Johannes; Hasse, Peter; Bachorek, Adam; Werner, Tim; Birnstill, Pascal; Morgenstern, Andreas; Stobbe, Lutz	Konferenzbeitrag Volltext
2021	A Generic DigitalTwin Model for Artificial Intelligence Applications Niggemann, Oliver; Diedrich, Alexander; Kühnert, Christian; Pfannstiel, Erik; Schraven, Joshua	Konferenzbeitrag Volltext
2021	The Global State of Security in Industrial Control Systems: An Empirical Analysis of Vulnerabilities around the World Anton, Simon Daniel Duque; Fraunholz, Daniel; Krohmer, Daniel; Reti, Daniel; Schneider, Daniel; Schotten, Hans Dieter	Zeitschriftenaufsatz
2021	Graph-Based Modeling for Adaptive Control in Assistance Systems Streicher, Alexander; Schönbein, Rainer; Pickl, Stefan	Konferenzbeitrag
2021	Handling of Backgrounds in Furniture Recognition with Neural Networks Gottschalk, Maximilian; Kuijper, Arjan (1. Review); Jansen, Nils (2. Review)	Master Thesis
2021	How Higher Education Institutions and Technology Innovation Centres can support Organisations through IoT Digital Transformations Ge, Maximilian; Ahner, Lena; Bayrak, Yasemin; Cleaver, Imogen; Neuhüttler, Jens; Urmetzer, Florian	Konferenzbeitrag
2021	Information modeling and knowledge extraction for machine learning applications in industrial production systems Windmann, Stefan; Kühnert, Christian	Konferenzbeitrag Volltext
2021	Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems Rueden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Walczak, Michal; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis	Zeitschriftenaufsatz Volltext
2021	Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Houben, Sebastian; Abrecht, Stephanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; Haselhoff, Anselm; Hauser, Felix; Heinzemann, Christian; Hoffmann, Marco; Kapoor, Nikhil; Kappel, Falk; Klingner, Marvin; Kronenberger, Jan; Küppers, Fabian; Löhdefink, Jonas; Mlynarski, Michael; Mock, Michael; Mualla, Firas; Pavlitskaya, Svetlana; Poretschkin, Maximilian; Pohl, Alexander; Ravi-Kumar, Varun; Rosenzweig, Julia; Rottmann, Matthias; Rüping, Stefan; Sämann, Timo; Schneider, Jan David; Schulz, Elena; Schwalbe, Gesina; Sicking, Joachim; Srivastava, Toshika; Varghese, Serin; Weber, Michael; Wirkert, Sebastian; Wirtz, Tim; Woehrle, Matthias	Preprint Volltext
2021	Intelligent Information Management in Aquaponics to Increase Mutual Benefits Karimanzira, Divas; Na, Chai; Hong, Mu; Wei, Yaoguang	Zeitschriftenaufsatz
2021	An intelligent management system for aquaponics Karimanzira, Divas; Rauschenbach, Thomas	Zeitschriftenaufsatz Volltext
2021	Introduction to Machine Learning with Robots and Playful Learning Olari, Victoriya; Cvejoski, Kostadin; Eide, Øyvind	Konferenzbeitrag
2021	IoT-commerce - opportunities for customers through an affordance lens Bayer, S.; Gimpel, H.; Rau, D.	Zeitschriftenaufsatz Volltext
2021	Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2021	Joint Source-Channel Coding for Semantics-Aware Grant-Free Radio Access in IoT Fog Networks Dommel, J.; Utkovski, Z.; Simeone, O.; Stanczak, S.	Zeitschriftenaufsatz
2021	Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory 2020. Proceedings: 27th to the 31st of July 2020, Karlsruhe Beyerer, Jürgen (Editor); Zander, Tim (Editor)	Tagungsband Volltext
2021	Kundenorientierte strategische Auswahl von Geschäftsmodellen für IoT-Ökosysteme Kubach, Michael; Mihale-Wilson, Cristina	Zeitschriftenaufsatz Volltext
2021	Learning to Track Permanent Magnets by Example Krumb, Henry John; Kuijper, Arjan (1. Review); Mukhopadhyay, Anirban (2. Review)	Master Thesis
2021	LFPeers: Temporal Similarity Search in Covid-19 Data Burmeister, Jan; Bernard, Jürgen; Kohlhammer, Jörn	Konferenzbeitrag
2021	Linking COVID-19 and Heme-Driven Pathophysiologies: A Combined Computational-Experimental Approach Hopp, Marie-Thérèse; Domingo-Fernández, Daniel; Gadiya, Yojana; Detzel, Milena; Graf, Regina; Schmalohr Benjamin; Kodamullil, Alpha Tom; Imhof, Diana; Hofmann-Apitius, Martin	Zeitschriftenaufsatz Volltext
2021	Load assumption process for durability design using new data sources and data analytics Burger, Michael; Dreßler, Klaus; Speckert, Michael	Zeitschriftenaufsatz
2021	MAAD-Face: A Massively Annotated Attribute Dataset for Face Images Terhörst, Philipp; Fährmann, Daniel; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan	Zeitschriftenaufsatz Volltext
2021	Machine Learning/Artificial Intelligence for Sensor Data Fusion - Opportunities and Challenges Blasch, Erik; Pham, Tien; Chong, Chee-Yee; Koch, Wolfgang; Leung, Henry; Braines, Dave; Abdelzaher, Tarek	Zeitschriftenaufsatz
2021	Marktstudie: KI-Anwendungen für die Sachbearbeitung Dukino, Claudia; Hanussek, Marc; Lindheimer, Philip; Renner, Thomas	Studie Volltext
2021	Material Segmentation for Visual aware Recommender Systems Wiesmaier, Luca; Kuijper, Arjan (1. Review); Yeste Magdaleno, Javier (2. Review)	Master Thesis
2021	Menschzentrierte KI-Anwendungen in der Produktion: Praxiserfahrungen und Leitfaden zu betrieblichen Einführungsstrategien Pokorni, Bastian; Braun, Martin; Knecht, Christian; Bauer, Wilhelm (Hrsg.); Riedel, Oliver (Hrsg.); Renner, Thomas (Hrsg.); Peissner, Matthias (Hrsg.)	Studie Volltext
2021	MFR 2021: Masked Face Recognition Competition Boutros, Fadi; Damer, Naser; Kolf, Jan Niklas; Raja, Kiran; Kirchbuchner, Florian; Ramachandra, Raghavendra; Kuijper, Arjan; Fang, Pengcheng; Zhang, Chao; Wang, Fei; Montero, David; Aginako, Naiara; Sierra, Basilio; Nieto, Marcos; Erakin, Mustafa Ekrem; Demir, Uğur; Ekenel, Hazım Kemal; Kataoka, Asaki; Ichikawa, Kohei; Kubo, Shizuma; Zhang, Jie; He, Mingjie; Han, Dan; Shan, Shiguang; Grm, Klemen; Struc, Vitomir; Seneviratne, Sachith; Kasthuriarachchi, Nuran; Rasnayaka, Sanka; Neto, Pedro C.; Sequeira, Ana F.; Pinto, Joao Ribeiro; Saffari, Mohsen; Cardoso, Jaime S.	Konferenzbeitrag
2021	MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence Terhörst, Philipp; Boller, André; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2021	MixFaceNets: Extremely Efficient Face Recognition Networks Boutros, Fadi; Damer, Naser; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2021	NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization Wang, Caiyong; Wang, Yunlong; Zhang, Kunbo; Muhammad, Jawad; Lu, Tianhao; Zhang, Qi; Tian, Qichuan; He, Zhaofeng; Sun, Zhenan; Zhang, Yiwen; Liu, Tianbao; Yang, Wei; Wu, Dongliang; Liu, Yingfeng; Zhou, Ruiye; Wu, Huihai; Zhang, Hao; Wang, Junbao; Wang, Jiayi; Xiong, Wantong; Shi, Xueyu; Zeng, Shao; Li, Peihua; Sun, Haodong; Wang, Jing; Zhang, Jiale; Wang, Qi; Wu, Huijie; Zhang, Xinhui; Li, Haiqing; Chen, Yu; Chen, Liang; Zhang, Menghan; Sun, Ye; Zhou, Zhiyong; Boutros, Fadi; Damer, Naser; Kuijper, Arjan; Tapia, Juan; Valenzuela, Andrés; Busch, Christoph; Gupta, Gourav; Raja, Kiran; Wu, Xi; Li, Xiaojie; Yang, Jingfu; Jing, Hongyan; Wang, Xin; Kong, Bin; Yin, Youbing; Song, Qi; Lyu, Siwei; Hu, Shu; Premk, Leon; Vitek, Matej; Struc, Vitomir; Peer, Peter; Khiarak, Jalil Nourmohammadi; Jaryani, Farhang; Nasab, Samaneh Salehi; Moafinejad, Seyed Naeim; Amini, Yasin; Noshad, Morteza	Konferenzbeitrag
2021	Office Analytics. Erfolgsfaktoren für die Gestaltung einer typbasierten Arbeitswelt Jurecic, Mitja; Rief, Stefan; Stolze, Dennis; Bauer, Wilhelm	Studie Volltext
2021	On Soft-Biometric Information Stored in Biometric Face Embeddings Terhörst, Philipp; Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan	Zeitschriftenaufsatz Volltext
2021	On the Security of IIoT Deployments: An Investigation of Secure Provisioning Solutions for OPC UA Kohnhäuser, Florian; Meier, David; Patzer, Florian; Finster, Sören	Zeitschriftenaufsatz Volltext
2021	Ontological Modelling of Non-Functional Characteristics of Devices in IoT systems Audichya, Manasvi; Kuijper, Arjan (1. Prüfer); Tazari, Mohammad-Reza (2. Prüfer)	Master Thesis
2021	OPAL - The Toolbox for the Integration and Analysis of IoT in a Semantically Annotated Way Hertweck, Philipp; Hellmund, Tobias; Moßgraber, Jürgen	Zeitschriftenaufsatz Volltext
2021	Optimal multispectral sensor confgurations through machine learning for cognitive agriculture Becker, Florian; Backhaus, Andreas; Johrden, Felix; Flitter, Merle	Zeitschriftenaufsatz
2021	Person Re-Identification in a Car Seat: Comparison of Cosine Similarity and Triplet Loss based approaches on Capacitive Proximity Sensing data Rus, Silvia; Nottebaum, Moritz; Kuijper, Arjan	Konferenzbeitrag
2021	Privacy-Enhancing Face Biometrics: A Comprehensive Survey Meden, Blaž; Rot, Peter; Terhörst, Philipp; Damer, Naser; Kuijper, Arjan; Scheirer, Walter J.; Ross, Arun A.; Peer, Peter; Struc, Vitomir	Zeitschriftenaufsatz Volltext
2021	Privatsphäre und Maschinelles Lernen: Über Gefahren und Schutzmaßnahmen Boenisch, Franziska	Zeitschriftenaufsatz
2021	ProBGP: Progressive Visual Analytics of Live BGP Updates Ulmer, Alex; Sessler, David; Kohlhammer, Jörn	Zeitschriftenaufsatz
2021	Progressives Indexieren von massiven Punktwolken mit Big-Data-Technologien Kocon, Kevin; Kuijper, Arjan (1. Gutachter); Bormann, Pascal (2. Gutachter)	Master Thesis
2021	QaSD: A Quality-aware Strategic Dashboard for supporting decision makers in Agile Software Development López, Lidia; Manzano, Martí; Gómez, Cristina; Oriol, Marc; Farré, Carles; Franch, Xavier; Martínez-Fernández, Silverio; Vollmer, Anna Maria	Zeitschriftenaufsatz
2021	Registration of EMT Positions and X-Ray Images in an Aortic Phantom Grotz, Dennis; Kuijper, Arjan (1. Review); Mukhopadhyay, Anirban (2. Review)	Bachelor Thesis
2021	Sachbearbeitung und Künstliche Intelligenz: Forschungsstand, Einsatzbereiche und Handlungsfelder Behrens, Jan Henning; Heindl, Andreas; Winter, Johannes; Biam, David; Fecht, Danielle	Studie Volltext
2021	SDN-based security management of multiple WoT Smart Spaces El Jaouhari, Saad; Bouabdallah, Ahmed; Corici, Andreea Ancuta	Zeitschriftenaufsatz
2021	Sensor Applications for Human Activity Recognition in Smart Environments Fu, Biying; Kuijper, Arjan (Erstgutachter); Fellner, Dieter W. (Zweitgutachter); Laerhoven, Kristof van (Drittgutachter)	Dissertation Volltext
2021	Smart Innovation durch Natural Language Processing: Mit künstlicher Intelligenz die Wettbewerbsfähigkeit verbessern Bauer, Wilhelm (Hrsg.); Warschat, Joachim (Hrsg.)	Sammelband
2021	Smart Innovation. Künstliche Intelligenz im Innovationsmanagement Weigand, Juliane; Hoffmann, Simon; Brantner, Yannick; Müller, Sarah; Ebner, Ralf; Klenk, Carolin; Ruzicic, Nada; Glück, Franziska; Zythke, Patrick; Nägele, Rainer (Hrsg.); Ohlhausen, Peter (Hrsg.); Braun, Anja (Hrsg.)	Studie Volltext
2021	SmartSpectrometer - Embedded Optical Spectroscopy for Applications in Agriculture and Industry Krause, Julius; Grüger, Heinrich; Gebauer, Lucie; Zheng, Xiaorong; Knobbe, Jens; Pügner, Tino; Kicherer, Anna; Gruna, Robin; Längle, Thomas; Beyerer, Jürgen	Zeitschriftenaufsatz Volltext
2021	(So) Big Data and the transformation of the city Andrienko, G.; Andrienko, N.; Boldrini, C.; Caldarelli, G.; Cintia, P.; Cresci, S.; Facchini, A.; Giannotti, F.; Gionis, A.; Guidotti, R.; Mathioudakis, M.; Muntean, C.I.; Pappalardo, L.; Pedreschi, D.; Pournaras, E.; Pratesi, F.; Tesconi, M.; Trasarti, R.	Zeitschriftenaufsatz Volltext
2021	Spectrum segmentation techniques for edge-RAN decoding in telemetry-based IoT networks Schadhauser, M.; Robert, J.; Heuberger, A.; Edler, B.	Konferenzbeitrag
2021	Supplementing Machine Learning with Knowledge Models Towards Semantic Explainable AI Sander, Jennifer; Kuwertz, Achim	Konferenzbeitrag
2021	Supported Decision-Making by Explainable Predictions of Ship Trajectories Burkart, Nadia; Huber, Marco; Anneken, Mathias	Konferenzbeitrag
2021	A Survey on the Explainability of Supervised Machine Learning Burkart, Nadia; Huber, Marco F.	Zeitschriftenaufsatz
2021	System Failure Prediction within Software 5G Core Networks using Time Series Forecasting Chakrabourty, Pousaly; Corici, Marius; Magedanz, Thomas	Konferenzbeitrag Volltext
2021	Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks Pielka, Maren; Sifa, Rafet; Hillebrand, Lars Patrick; Biesner, David; Ramamurthy, Rajkumar; Ladi, Anna; Bauckhage, Christian	Konferenzbeitrag
2021	Testing Challenges and Approaches in Edge Computing: Presentation held at ECW 2021, Edge Computing World Europe 2021, Virtuelle Konferenz, 09.-11.03.2021 Rennoch, Axel; Willner, Alexander; Hackel, Sascha	Vortrag Volltext
2021	A theoretical model for pattern discovery in visual analytics Andrienko, N.; Andrienko, G.; Miksch, S.; Schumann, H.; Wrobel, S.	Zeitschriftenaufsatz Volltext
2021	Thing Directory: Simple and lightweight registry of IoT device metadata Tavakolizadeh, Farshid; Devasya, Shreekantha	Zeitschriftenaufsatz Volltext
2021	Unraveling the heterogeneity in Alzheimer's disease progression across multiple cohorts and the implications for data-driven disease modeling Birkenbihl, Colin; Salimi, Yasamin; Fröhlich, Holger	Zeitschriftenaufsatz Volltext
2021	Userspace Software Integrity Measurement Eckel, Michael; Riemann, Tim	Konferenzbeitrag
2021	Using virtual met masts based on reanalysis data and Machine Learning concepts to monitor and evaluate the measurement data and performance of wind turbines Faulhaber, Janosch; Kersting, Kristian (Betreuer); Steinke, Florian (Betreuer)	Master Thesis Volltext
2021	The Value of the User Evaluation Process in the European IoT Large-Scale Pilot for Smart Living Wichert, Reiner; Tazari, Mohammad-Reza; Albrecht, Axel; Wichert, Monika	Konferenzbeitrag
2021	Visual Analytics for Characterizing Mobility Aspects of Urban Context Andrienko, G.; Andrienko, N.; Patterson, F.; Chen, S.; Weibel, R.; Huang, H.; Doulkeridis, C.; Georgiou, H.; Pelekis, N.; Theodoridis, Y.; Nanni, M.; Longhi, L.; Koumparos, A.; Yasar, A.; Kureshi, I.	Aufsatz in Buch Volltext
2021	A Visualization Interface to Improve the Transparency of Collected Personal Data on the Internet Schufrin, Marija; Reynolds, Steven Lamarr; Kuijper, Arjan; Kohlhammer, Jörn	Zeitschriftenaufsatz
2020	30. ID: SMART Workshop 2020: 19. und 20. Februar 2020, Darmstadt; Tagungsband Waldmann, U. ; Fraunhofer-Institut für Sichere Informationstechnologie -SIT-, Darmstadt	Tagungsband
2020	Acoustic Process Monitoring in Laser Beam Welding Schmidt, Leander; Römer, Florian; Böttger, David; Leinenbach, Frank; Straß, Benjamin; Wolter, Bernd; Stricker, Klaus; Seibold, Marc; Bergmann, Jean Pierre; Galdo, Giovanni del	Zeitschriftenaufsatz Volltext
2020	Advanced Sensing and Human Activity Recognition in Early Intervention and Rehabilitation of Elderly People Schrader, Lisa; Vargas Toro, Agustín; Konietzny, Sebastian; Rüping, Stefan; Schäpers, Barbara; Steinböck, Martina; Krewer, Carmen; Müller, Friedemann; Güttler, Jörg; Bock, Thomas	Zeitschriftenaufsatz Volltext
2020	An agricultural data platform iStar model Braun, S.; Koren, I.; Dyck, M. van; Jarke, M.	Konferenzbeitrag Volltext
2020	AI-based Anomaly Detection supported by Explainable AI Wirtz, Marc Christopher; Kohlhammer, Jörn; Unbescheiden, Matthias	Studienarbeit
2020	Applications and platforms in digitalisation of wind farm O&M - community feedback and survey results Berkhout, V.; Machill, B.; Reintanz, L.	Konferenzbeitrag Volltext
2020	Architecture of an intelligent Intrusion Detection System for Smart Home Graf, J.; Neubauer, K.; Fischer, S.; Hackenberg, R.	Konferenzbeitrag
2020	Die ARD Mining-Plattform: Künstliche Intelligenz im produktiven Einsatz für die automatisierte Erschliessung im multimedialen Produktionsprozess Maroni, Dirk; Köhler, Joachim; Fisseler, J.; Becker, Sven	Zeitschriftenaufsatz
2020	AutoIoT: A framework based on user-driven MDE for generating IoT applications Nepomuceno, T.; Carneiro, T.; Maia, P.H.; Adnan, M.; Nepomuceno, T.; Martin, A.	Konferenzbeitrag
2020	Automated Firmware Metadata Extraction of IoT Devices Leimbach, Rupert; Waidner, Michael; Roskosch, Philipp	Bachelor Thesis
2020	Autonomous RDF stream processing for IoT edge devices Nguyen Duc, Manh; Le Tuan, Anh; Calbimonte, Jean-Paul; Hauswirth, Manfred; Le-Phuoc, Danh	Konferenzbeitrag
2020	Batch-wise Regularization of Deep Neural Networks for Interpretability Burkart, Nadia; Faller, Philipp M.; Peinsipp, Elisabeth; Huber, Marco	Konferenzbeitrag
2020	Bayesian Deep Learning for Medical Image Analysis and Diagnosis Fuchs, Moritz; Kuijper, Arjan (1. Review); Mukhopadhyay, Anirban (2. Review)	Master Thesis
2020	Beyond Identity: What Information is Stored in Biometric Face Templates? Terhörst, Philipp; Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2020	Big Data Analytics for Time-Critical Mobility Forecasting: From Raw Data to Trajectory-Oriented Mobility Analytics in the Aviation and Maritime Domains Vouros, G.A. (Editor); Andrienko, G. (Editor); Doulkeridis, C. (Editor); Pelekis, N. (Editor); Artikis, A. (Editor); Jousselme, A. (Editor); Ray, C. (Editor); Cordero, J M. (Editor); Scarlatti, D. (Editor)	Sammelband
2020	Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications Andrienko, Gennady; Andrienko, Natalia; Drucker, Steven; Fekete, Jean-Daniel; Fisher, Danyel; Idreos, Stavros; Kraska, Tim; Li, Guoliang; Ma, Kwan-Liu; Mackinlay, Jock D.; Oulasvirta, Antti; Schreck, Tobias; Schmann, Heidrun; Stonebraker, Michael; Auber, David; Bikakis, Nikos; Chrysanthis, Panos K.; Papastefanatos, George; Sharaf, Mohamed	Konferenzbeitrag Volltext
2020	Building Data ecosystems to unlock the value of Urban (Big) Data. A good practices reference guide: Briefing notes on the key case studies profiled Radecki, Alanus von; Tcholtchev, Nikolay; Lämmel, Philipp; Schaj, Gretel	Studie Volltext
2020	Building Data ecosystems to Unlock the Value of Urban (Big) Data. A good practices reference guide: Prepared for: Heseltine Institute for Public Policy, Practice and Place, and the Geographic Data Science Lab, University of Liverpool and Liverpool City Region Combined Authority Radecki, Alanus von; Tcholtchev, Nikolay; Lämmel, Philipp; Schaj, Gretel	Studie Volltext
2020	The Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting Sliwa, B.; Piatkowski, N.; Wietfeld, C.	Zeitschriftenaufsatz
2020	Characterization and analysis with xAPI based graphs for adaptive interactive learning environments Streicher, Alexander; Pickl, Stefan Wolfgang	Konferenzbeitrag Volltext
2020	Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions Rüden, Laura von; Mayer, Sebastian; Sifa, Rafet; Bauckhage, Christian; Garcke, Jochen	Konferenzbeitrag Volltext
2020	Compact Models for Periocular Verification Through Knowledge Distillation Boutros, Fadi; Damer, Naser; Fang, Meiling; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2020	A comparative study for Time Series Forecasting within software 5G networks Chakrabourty, Pousaly; Corici, Marius; Magedanz, Thomas	Konferenzbeitrag Volltext
2020	A conceptual framework for a flexible data analytics network Tebernum, D.; Chabrowski, D.	Konferenzbeitrag
2020	Configuration Solution for TSN-based Industrial Networks utilizing SDN and OPC UA Kobzan, T.; Blöcher, I.; Hendel, M.; Althoff, S.; Gerhard, A.; Schriegel, S.; Jasperneite, J.	Konferenzbeitrag
2020	Continuous fields: Enhanced in-vehicle anomaly detection using machine learning models Fenzl, Florian; Rieke, Roland; Chevalier, Y.; Dominik, A.; Kotenko, I.	Zeitschriftenaufsatz Volltext
2020	Cross-Administration Comparative Analysis of Open Fiscal Data Musyaffa, Fathoni A.; Lehmann, Jens; Jabeen, Hajira	Konferenzbeitrag
2020	Data science platform for smart diagnosis of upper limb spasticity Yee, J.; Low, C.Y.; Koh, C.T.; Enzberg, S. von; Rabe, M.; Wegel, A.; Asmar, L.; Hanapiah, F.A.; Hashim, N.M.; Zakaria, N.A.C.	Zeitschriftenaufsatz Volltext
2020	Die datengesteuerte Verwaltung Thapa, Basanta E.P.	Aufsatz in Buch
2020	Deep Learning Based Fall Detection Algorithms for Embedded Systems, Smartwatches, and IoT Devices Using Accelerometers Kraft, Dimitri; Srinivasan, Karthik; Bieber, Gerald	Zeitschriftenaufsatz Volltext
2020	Demographic Bias in Presentation Attack Detection of Iris Recognition Systems Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2020	Detecting and tracking criminals in the real world through an IoT-based system Tundis, A.; Kaleem, H.; Mühlhäuser, M.	Zeitschriftenaufsatz Volltext
2020	DICE harder: A hardware implementation of the device identifier composition engine Jäger, Lukas; Petri, Richard	Konferenzbeitrag
2020	Differences in cohort study data affect external validation of artificial intelligence models for predictive diagnostics of dementia - lessons for translation into clinical practice Birkenbihl, Colin; Emon, Mohammad Asif; Vrooman, Henri; Westwood, Sarah; Lovestone, Simon; Hofmann-Apitius, Martin; Fröhlich, Holger	Zeitschriftenaufsatz Volltext
2020	Digital twin and internet of things: Current standards landscape Jacoby, Michael; Usländer, Thomas	Zeitschriftenaufsatz Volltext
2020	Distributed Data and Information Management for Crisis Forecasting and Management Essendorfer, Barbara; Sander, Jennifer; Nistor, Marian Sorin; Hoffmann, Almuth; Pickl, Stefan	Konferenzbeitrag
2020	Driving Sustainably - The Influence of IoT-based Eco-Feedback on Driving Behavior Bätz, Alexander; Gimpel, Henner; Heger, Sebastian; Wöhl, Moritz	Konferenzbeitrag Volltext
2020	ECU-Secure: Characteristic Functions for In-Vehicle Intrusion Detection Chevalier, Yannick; Rieke, Roland; Fenzl, Florian; Chechulin, Andrey; Kotenko, Igor	Konferenzbeitrag
2020	An Edge Framework for the Application of Privacy Enhancing Technologies in IoT Communications Kunz, I.; Stephanow, P.; Banse, C.	Konferenzbeitrag
2020	The Effect of Wearing a Mask on Face Recognition Performance. An Exploratory Study Damer, Naser; Grebe, Jonas Henry; Chen, Cong; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2020	Ensuring the Integrity and Security of Network Equipment is Critical in the Fight Against Cyber Attacks Eckel, Michael; Laffey, Tom	Zeitschriftenaufsatz
2020	Entwurf und Entwicklung automatisierter Tests für IoT: Vortrag gehalten bei TACON 2020, die Konferenz zur Testautomatisierung, Videokonferenz, 29./30. September 2020, Leipzig, Online Event Rennoch, Axel; Hackel, Sascha	Vortrag Volltext
2020	An Environmental Sensor Data Suite Using the OGC SensorThings API Schaaf, Hylke van der; Moßgraber, Jürgen; Grellet, S.; Beaufils, M.; Schleidt, K.; Usländer, Thomas	Konferenzbeitrag
2020	Explain it to me - facing remote sensing challenges in the bio- and geosciences with explainable machine learning Roscher, R.; Bohn, B.; Duarte, M.F.; Garcke, J.	Konferenzbeitrag Volltext
2020	Extending MUD to Smartphones Fink, I.B.; Serror, M.; Wehrle, K.	Konferenzbeitrag
2020	Extension of a Camera-Based Stationary Measurement Concept to Record the Position of the Motorcycle Rider Using Machine Learning Gan, Guan Teck; Scherer, Florian (Supervisor); Kuijper, Arjan (Supervisor); Winner, Hermann (Supervisor)	Master Thesis
2020	Face Quality Estimation and its Correlation to Demographic and Non-Demographic Bias in Face Recognition Terhörst, Philipp; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2020	FactDAG: Formalizing Data Interoperability in an Internet of Production Gleim, L.; Pennekamp, J.; Liebenberg, M.; Buchsbaum, M.; Niemietz, P.; Knape, S.; Epple, A.; Storms, S.; Trauth, D.; Bergs, T.; Brecher, C.; Decker, S.; Lakemeyer, G.; Wehrle, K.	Zeitschriftenaufsatz
2020	A flexible system concept for LiFi in the Internet of Things Bober, K.L.; Jungnickel, V.; Emmelmann, M.; Riegel, M.; Tangdiongga, E.; Koonen, A.M.J.; Linnartz, J.-P.; Behnke, D.; Mueller, M.; Bök, P.-B.; Colonques, S.V.; Vazquez, M.M.	Konferenzbeitrag
2020	Forum Bildverarbeitung 2020: 26. und 27. November 2020, Karlsruhe, Online-Konferenz Heizmann, Michael (Hrsg.); Längle, Thomas (Hrsg.)	Tagungsband Volltext
2020	A Framework for Building Uncertainty Wrappers for AI/ML-Based Data-Driven Components Kläs, Michael; Jöckel, Lisa	Konferenzbeitrag
2020	Framework for data analytics in data-driven product planning Massmann, M.; Meyer, M.; Frank, M.; Enzberg, S. von; Kühn, A.; Dumitrescu, R.	Zeitschriftenaufsatz Volltext
2020	Fraunhofer IAIS IoT Programming Language NEPO® in the Open Roberta® Lab Leimbach, Thorsten; Tomala, Daria	Zeitschriftenaufsatz Volltext
2020	Fraunhofer-Institut für Graphische Datenverarbeitung. Jahresbericht 2019: Neue Perspektiven im virutellen Raum. Unser Jahr 2019. Forschung im Einsatz Fellner, Dieter W. (Hrsg.); Welling, Daniela (Red.); Ackeren, Janine van (Red.); Bergstedt, Bettina (Red.); Krüger, Kathrin (Red.); Prasche, Svenja; Bornemann, Heidrun (Red.); Roth, Anahit (Red.) ; Fraunhofer-Institut für Graphische Datenverarbeitung -IGD-, Darmstadt	Jahresbericht Volltext
2020	Function as a Service for the Storage of Large Geospatial Data Würz, Hendrik Martin; Kuijper, Arjan (1. Review); Krämer, Michel (2. Review)	Master Thesis
2020	Generalization of algebraic multiscale to algebraic multigrid Ehrmann, Silvia; Gries, Sebastian; Schweitzer, Marc Alexander	Zeitschriftenaufsatz
2020	GeoRocket: A scalable and cloud-based data store for big geospatial files Krämer, Michel	Zeitschriftenaufsatz Volltext
2020	Grant-free access for IoT in beyond-5G systems: The potential of receiver diversity Munari, A.; Clazzer, F.; Simeone, O.; Utkovski, Z.	Konferenzbeitrag
2020	Guide Me in Analysis: A Framework for Guidance Designers Ceneda, D.; Andrienko, N.; Andrienko, G.; Gschwandtner, T.; Miksch, S.; Piccolotto, N.; Schreck, T.; Streit, M.; Suschnigg, J.; Tominski, C.	Zeitschriftenaufsatz Volltext
2020	Impuls zu Safety, Security and Privacy im Internet der Dinge Goldacker, Gabriele; Tiemann, Jens	Bericht Volltext
2020	Industrie 4.0 Virtual Automation Bus Architecture Kuhn, Thomas; Antonino, Pablo Oliveira; Schnicke, Frank	Konferenzbeitrag
2020	Informed Machine Learning - A Taxonomy and Survey of Integrating Knowledge into Learning Systems Rüden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Walczak, Michal; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis	Preprint Volltext
2020	Intelligent edge processing Stojanovic, Ljiljana	Konferenzbeitrag
2020	Interoperable education infrastructures: A middleware that brings together adaptive, social and virtual learning technologies Krauss, Christopher; Hauswirth, Manfred	Zeitschriftenaufsatz Volltext
2020	Introducing Machine Learning Using Robots - Design and Integration of Simple Neural Networks and the Q-learning Algorithm in the Robot Simulation Environment of Open Roberta Lab, Accompanied by the Development, Testing, and Evaluation of Complementary Teaching Materials Olari, Viktoriya; Eide, Øyvind	Master Thesis Volltext
2020	IoT-T: BMWi Verbundprojekt. Schlussbericht für die Projektlaufzeit vom 01.09.2016 bis zum 31.12.2019 Rennoch, Axel; Jäkel, Frank-Walter; Hackel, Sascha; Stomber, Jens; Stölzle, Stefan; Wardaschka, Andre; Kaiser, Alexander	Bericht Volltext
2020	IoT-T Projektergebnisse: Vortrag im Rahmen der 11. Sitzung DIN NA 043 01 41 AA "Internet of Things", 01.10.2020 Rennoch, Axel; Hackel, Sascha	Vortrag Volltext
2020	Issue Based OCR Error Prediction in Video Streams Siegmund, Dirk; Sacco, Luís Rüger; Kuijper, Arjan	Konferenzbeitrag
2020	Joint Source-Channel Coding and Bayesian Message Passing Detection for Grant-Free Radio Access in IoT Dommel, J.; Utkovski, Z.; Stanczak, S.; Simeone, O.	Konferenzbeitrag
2020	KI basierte automatische Lymphknotendetektion für Ultraschall Bauer, Markus; Noll, Matthias (1. Gutachter); Kuijper, Arjan (2. Gutachter)	Bachelor Thesis
2020	Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion Niggemann, Oliver; Biswas, Gautam; Kinnebrew, John S.; Hranisavljevic, Nemanja; Bunte, Andreas	Aufsatz in Buch
2020	Künstliche Intelligenz als unterstützende Lerntechnologie Pinkwart, Niels; Beudt, Susan	Bericht Volltext
2020	Künstliche Intelligenz anwenden: Einsatzmöglichkeiten und Methoden Dukino, Claudia; Kötter, Falko; Müller, Tobias; Renner, Thomas; Zaiser, Helmut	Bericht Volltext
2020	Künstliche Intelligenz im Krankenhaus: Potenziale und Herausforderungen - Eine Fallstudie im Bereich der Notfallversorgung Antweiler, Dario; Beckh, Katharina; Sander, Jil; Rüping, Stefan	Studie Volltext
2020	Künstliche Intelligenz in der öffentlichen Verwaltung: Anwendungsfelder und Szenarien Etscheid, Jan; Lucke, Jörn von; Stroh, Felix; Bauer, Wilhelm (Hrsg.); Riedel, Oliver (Hrsg.); Braun, Steffen (Hrsg.)	Studie Volltext
2020	A Landscape Analysis of Standardisation in the Field of Artificial Intelligence Ziegler, Wolfgang	Zeitschriftenaufsatz Volltext
2020	A Layered Approach to Lightweight Toolchaining in Visual Analytics Schulz, Hans-Jörg; Röhlig, Martin; Nonnemann, Lars; Hogräfer, Marius; Aehnelt, Mario; Urban, Bodo; Schumann, Heidrun	Konferenzbeitrag
2020	LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations Sliwa, B.; Piatkowski, N.; Wietfeld, C.	Konferenzbeitrag
2020	Machine Learning Application for Prediction of Sapphire Crystals Defects Klunnikova, Yulia Vladimirovna; Anikeev, Maxim Vladimirovich; Filimonov, Alexey Vladimirovich; Kumar, Ravi	Zeitschriftenaufsatz Volltext
2020	Machine learning for discovery analytics to support criminal investigations Müller, Wilmuth; Pallmer, Dirk; Mühlenberg, Dirk; Loumiotis, Ioannis; Remoundou, Konstantina; Kosmides, Pavlos; Demestichas, Konstantinos	Konferenzbeitrag
2020	Metadaten im Kontext: Warum wir eine neue Datenkunde brauchen Krenn, Karoline; Tiemann, Jens	Aufsatz in Buch
2020	Micro Stripes Analyses for Iris Presentation Attack Detection Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2020	Mini wind harvester and a low power three-phase AC/DC converter to power iot devices: Analysis, simulation, test and design Pozo, B.; Araujo, J.A.; Zessin, H.; Mateu, L.; Garate, J.I.; Spies, P.	Zeitschriftenaufsatz Volltext
2020	New Data Sources and Data Analytics Methods for Durability Engineering Burger, M.; Dreßler, K.; Speckert, M.	Konferenzbeitrag
2020	Not all areas are equal: Analysis of citations in information security research Wendzel, Steffen; Lévy-Bencheton, Cedric; Caviglione, Luca	Zeitschriftenaufsatz
2020	On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Applications Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2020	An Ontology-based Metamodel for Capability Descriptions Weser, M.; Bock, J.; Schmitt, S.; Perzylo, A.; Evers, K.	Konferenzbeitrag
2020	An Open Source IoT Framework for a Distributed Modular Low-cost Laser-based Sensing Platform Bauer, J.; Toschke, Y.; Tessmer, A.; Bourdon, B.; Aschenbruck, N.; Imlau, M.	Konferenzbeitrag
2020	PAVED: Pareto Front Visualization for Engineering Design Cibulski, Lena; Mitterhofer, Hubert; May, Thorsten; Kohlhammer, Jörn	Zeitschriftenaufsatz Volltext
2020	A performance benchmarking methodology for MQTT broker implementations Gheorghe-Pop, Ilie-Daniel; Kaiser, Alexander; Rennoch, Axel; Hackel, Sascha	Konferenzbeitrag Volltext
2020	Performance testing for VoIP emergency services: A case study of the EMYNOS platform and a reflection on potential Blockchain utilisation for NG112 emergency communication Subudhi, Budankailu Sameer Kumar; Catal, Faruk; Tcholtchev, Nikolay; Chiu, Kin Tsun; Rebahi, Yacine; Boerger, Michell; Lämmel, Philipp	Zeitschriftenaufsatz
2020	Person Re-identification in a Car Seat Nottebaum, Moritz; Kuijper, Arjan (1. Review); Rus, Silvia (2. Review)	Bachelor Thesis Volltext
2020	Plug & Play Retrofitting Approach for Data Integration to the Cloud Kumar Panda, Santosh; Wisniewski, Lukasz; Ehrlich, Marco; Majumder, Mainak; Jasperneite, Jürgen	Konferenzbeitrag
2020	Post-comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization Terhörst, Philipp; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan	Zeitschriftenaufsatz
2020	Post-processing and visualization of large-scale DEM simulation data with the open-source VELaSSCo platform Morrissey, John P.; Totoo, Prabhat; Hanley, Kevin J.; Papanicolopulos, Stefanos-Aldo; Ooi, Jin Y.; Gonzalez, Ivan Cores; Raffin, Bruno; Mostajabodaveh, Seyedmorteza; Gierlinger, Thomas	Zeitschriftenaufsatz
2020	Prediction and Visual Intelligence Platform for Detection of Irregularities and Abnormal Behaviour Demestichas, Konstantinos; Alexakis, Theodoros; Peppes, Nikolaos; Remoundou, Konstantina; Loumiotis, Ioannis; Müller, Wilmuth; Avgerinakis, Konstantinos	Konferenzbeitrag Volltext
2020	Prediction of Heat Demand for Building Energy Managers: An IoT and Control Perspective Thomas, Jorge A.	Konferenzbeitrag
2020	Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies Terhörst, Philipp; Huber, Marco; Damer, Naser; Rot, Peter; Kirchbuchner, Florian; Struc, Vitomir; Kuijper, Arjan	Konferenzbeitrag
2020	Prototype implementation and evaluation of a blockchain component on IoT devices Kullig, Niclas; Lämmel, Philipp; Tcholtchev, Nikolay	Zeitschriftenaufsatz Volltext
2020	Pushing the scalability of RDF engines on IoT edge devices Le Tuan, Anh; Hayes, Conor; Hauswirth, Manfred; Le-Phuoc, Danh	Zeitschriftenaufsatz Volltext
2020	Python Workflows on HPC Systems Strassel, Dominik; Reusch, Philipp; Keuper, Janis	Konferenzbeitrag
2020	Reasoning with small data samples for organised crime Müller, Wilmuth; Pallmer, Dirk; Mühlenberg, Dirk; Loumiotis, Ioannis; Remoundou, Konstantina; Kosmides, Pavlos; Demestichas, Konstantinos	Konferenzbeitrag
2020	Requirements-Driven Method to Determine Quality Characteristics and Measurements for Machine Learning Software and Its Evaluation Nakamichi, Koji; Ohashi, Kyoko; Namba, Isao; Yamamoto, Rieko; Aoyama, Mikio; Joeckel, Lisa; Siebert, Julien; Heidrich, Jens	Konferenzbeitrag
2020	Research challenges for the use of Big Data in policy-making Mureddu, Francesco; Schmeling, Juliane; Kanellou, Eleni	Zeitschriftenaufsatz Volltext
2020	Retention Prediction in Sandbox Games with Bipartite Tensor Factorization Sifa, Rafet; Fedell, Michael; Franklin, N.; Klabjan, D.; Ram, S.; Venugopal, A.; Demediuk, S.; Drachen, Anders	Konferenzbeitrag
2020	Retrofitting Leakage Resilient Authenticated Encryption to Microcontrollers Unterstein, Florian; Schink, Marc; Schamberger, Thomas; Tebelmann, Lars; Ilg, Manuel; Heyszl, Johann	Zeitschriftenaufsatz Volltext
2020	Richtung Zukunft. Online resource: Potenziale Kognitiver Dienstleistungssysteme Bauer, Wilhelm; Bienzeisler, Bernd; Riedel, Oliver	Sammelband
2020	SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures Aslansefat, Koorosh; Sorokos, Ioannis; Whiting, Declan; Tavakoli Kolagari, Ramin; Papadopoulos, Yiannis	Konferenzbeitrag
2020	Secure End-to-End Sensing in Supply Chains Pennekamp, J.; Alder, F.; Matzutt, R.; Mühlberg, J.T.; Piessens, F.; Wehrle, K.	Konferenzbeitrag
2020	Security, Privacy, and Dependability Evaluation in Verification and Validation Life Cycles for Military IoT Systems Pradhan, M.; Noll, J.	Zeitschriftenaufsatz
2020	Selbstbestimmtes Wohnen im Alter: Eine Machbarkeitsstudie und Konzeption zur Integration einer Monitoringlösung mit weiteren Datenquellen; Transferdokumentation Frings, Sandra; Freudenmann, Thomas; Riedel, Matthias; Evcenko, Dimitri ; IoCare GmbH, Stuttgart; Engineering Data Intelligence -EDI-, Karlsruhe; Fraunhofer-Institut für Arbeitswirtschaft und Organisation -IAO-, Stuttgart	Studie Volltext
2020	Selecting privacy enhancing technologies for IoT-based services Kunz, I.; Banse, C.; Stephanow, P.	Konferenzbeitrag
2020	Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time Li, Jie; Chen, Siming; Chen, Wei; Andrienko, Gennady; Andrienko, Natalia	Zeitschriftenaufsatz
2020	Shared Digital Twins: Data Sovereignty in Logistics Networks Haße, Hendrik; Valk, Hendrik van der; Weißenberg, Norbert; Otto, Boris	Konferenzbeitrag Volltext
2020	Short-term forecast of solar irradiance with convolutional neural networks and spatio-temporal information Aguilar Protti, Alexander	Master Thesis
2020	Smart Services: Chancen erkennen und nutzen Bauer, Wilhelm (Hrsg.); Riedel, Oliver (Hrsg.); Ganz, Walter (Hrsg.); Hermann, Sibylle (Hrsg.)	Studie Volltext
2020	SOLIOT - Decentralized data control and interactions for IoT Bader, Sebastian R.; Maleshkova, Maria	Zeitschriftenaufsatz Volltext
2020	Spatio-temporal visual analytics: a vision for 2020s Andrienko, Natalia; Andrienko, Gennady	Zeitschriftenaufsatz Volltext
2020	SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment Vitek, M.; Das, A.; Pourcenoux, Yann; Missler, Alexandre; Paumier, C.; Das, S.; Ghosh, Ishita de; Lucio, Diego Rafael; Zanlorensi, Luiz Antonio; Boutros, Fadi; Damer, Naser; Grebe, Jonas Henry; Kuijper, Arjan; Hu, J.; He, Y.; Wang, C.; Liu, H.; Wang, Y.; Sun, Z.; Osorio-Roig, D.; Rathgeb, Christian; Busch, Christoph; Tapia, Juan; Valenzuela, Andrés; Zampoukis, Georgios; Tsochatzidis, Lazaros; Pratikakis, Ioannis; Nathan, Sabari; Suganya, Ramamoorthy; Mehta, V.; Dhall, Abhinav; Raja, Kiran; Gupta, G.; Khiarak, Jalil Nourmohammadi; Akbari-Shahper, Mohsen; Jaryani, Farhang; Asgari-Chenaghl, Meysam; Vyas, Ritesh; Dakshit, Sagnik; Peer, Peter; Pal, Umapada; Struc, Vitomir; Menotti, David	Konferenzbeitrag
2020	STYLE: Style Transfer for Synthetic Training of a YoLo6D Pose Estimator Pöllabauer, Thomas Jürgen; Rojtberg, Pavel (1. Prüfer); Kuijper, Arjan (2. Prüfer)	Master Thesis
2020	Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling Chen, S.; Li, J.; Andrienko, G.; Andrienko, N.; Wang, Y.; Nguyen, P.H.; Turkay, C.	Zeitschriftenaufsatz
2020	A systematic literature review of model-driven security engineering for cyber–physical systems Geismann, J.; Bodden, E.	Zeitschriftenaufsatz
2020	Toward mass video data analysis: Interactive and immersive 4D scene reconstruction Kraus, Matthias; Pollock, Thomas; Miller, Matthias; Kilian, Timon; Moritz, Tobias; Schweitzer, Daniel; Beyerer, Jürgen; Keim, Daniel; Qu, Chengchao; Jentner, Wolfgang	Zeitschriftenaufsatz
2020	Toward Trust in Internet of Things Ecosystems: Design Principles for Blockchain-Based IoT Applications Lockl, J.; Schlatt, V.; Schweizer, A.; Urbach, N.; Harth, N.	Zeitschriftenaufsatz
2020	Towards accelerating intrusion detection operations at the edge network using FPGAs Rebahi, Yacine; Catal, Faruk; Tcholtchev, Nikolay; Maedje, Laurenz; Alkhateeb, Omar; Elangovan, Vinoth Kumar; Apostolakis, Dimitris	Konferenzbeitrag
2020	Towards Guidelines for Assessing Qualities of Machine Learning Systems Siebert, Julien; Jöckel, Lisa; Heidrich, Jens; Nakamichi, Koji; Ohashi, Kyoko; Namba, Isao; Yamamoto, Rieko; Aoyama, Mikio	Konferenzbeitrag
2020	Towards Secure Urban Infrastructures: Cyber Security Challenges for Information and Communication Technology in Smart Cities Reuter, Christian; Haunschild, Jasmin; Hollick, Matthias; Mühlhäuser, Max; Vogt, Joachim; Kreutzer, Michael	Konferenzbeitrag
2020	Towards the creation of a threat intelligence framework for maritime infrastructures Pitropakis, N.; Logothetis, M.; Andrienko, G.; Stefanatos, J.; Karapistoli, E.; Lambrinoudakis, C.	Konferenzbeitrag
2020	User assistance for serious games using hidden markov model Yadav, Vivek; Streicher, Alexander; Prabhune, Ajinkya	Konferenzbeitrag
2020	Using normal behaviour models to identify upcoming wind turbine failures: Presentation held at 5th Offshore Wind Operations & Maintenance Forum, December 2nd, 2020 Lutz, Marc-Alexander	Vortrag Volltext
2020	Using TDL for Standardised Test Purpose Definitions Makedonski, Philip; Gheorghe-Pop, Ilie-Daniel; Rennoch, Axel; Kristoffersen, Finn; Pintar, Bostjan; Ulrich, Andreas	Konferenzbeitrag Volltext
2020	Validation of data analytics and optimization algorithms within an intelligent asset management system for rail signalling Consilvio, A.; Sanetti, P.; Crovetto, C.; Papa, F.; Dambra, C.; Jimenez Redondo, N.; Kandler, U.	Zeitschriftenaufsatz
2020	VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics Nguyen, P.H.; Henkin, R.; Chen, S.; Andrienko, N.; Andrienko, G.; Thonnard, O.; Turkay, C.	Zeitschriftenaufsatz
2020	Verbundforschungsprojekt Self Service A.I.: Online-Umfrage: Intelligenten Self Service gestalten Büllesfeld, Elisabeth; Link, Jasmin; Baier, Monique Faye; Bauer, Wilhelm (Hrsg.); Riedel, Oliver (Hrsg.); Peissner, Matthias (Hrsg.)	Bericht Volltext
2020	Virtual Lenses as Embodied Tools for Immersive Analytics Kluge, Sven; Gladisch, Stefan; Lukas, Uwe von; Staadt, Oliver; Tominski, Christian	Konferenzbeitrag Volltext
2020	visIT. Industrial IoT und Edge Computing Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung -IOSB-, Karlsruhe	Zeitschriftenheft Volltext
2020	Visual Analysis of Place Connectedness by Public Transport Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik	Zeitschriftenaufsatz
2020	Visual Analytics for Data Scientists Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan	Buch
2020	Visual Analytics in the Aviation and Maritime Domains Andrienko, Gennady L.; Andrienko, Natalia V.; Fuchs, Georg; Rüping, Stefan; Cordero Garcia, Jose Manuel; Scarlatti, David; Vouros, George A.; Herranz, Ricardo; Marcos, Rodrigo	Aufsatz in Buch
2020	A Visualization Interface to Improve the Transparency of Collected Personal Data on the Internet Schufrin, Marija; Reynolds, Steven Lamarr; Kuijper, Arjan; Kohlhammer, Jörn	Konferenzbeitrag
2020	What does your gaze reveal about you? On the privacy implications of eye tracking Kröger, Jacob Leon; Lutz, Otto Hans-Martin; Müller, Florian	Konferenzbeitrag Volltext
2020	What identifies a whale by its fluke? On the benefit of interpretable machine learning for whale identification Kierdorf, J.; Garcke, J.; Behley, J.; Cheeseman, T.; Roscher, R.	Konferenzbeitrag
2020	Why We Need Automation Models: Handling Complexity in Industry 4.0 and the Internet of Things Jasperneite, J.; Sauter, T.; Wollschlaeger, M.	Zeitschriftenaufsatz
2020	Wie hört sich Qualität im industriellen Kontext an? Der Puck macht "pling"! Kepplinger, Sara; Krüger, Tobias	Zeitschriftenaufsatz
2020	Work-in-Progress: Semantic Knowledge Base as a Solution for Heterogeneous Industrial Network Management Majumder, Mainak; Soler Perez Olaya, S.; Ehrlich, Marco; Wisniewski, Lukasz; Jasperneite, Jürgen; Wollschlaeger, Martin	Konferenzbeitrag
2020	Wrist-worn Accelerometer based Fall Detection for Embedded Systems and IoT devices using Deep Learning Algorithms Kraft, Dimitri; Srinivasan, Karthik; Bieber, Gerald	Konferenzbeitrag
2020	Zustellarbeit 4.0 - eine 360-Grad-Analyse: Leitfragen zur Entwicklung der Zustellarbeit am Beispiel der KEP-Branche Bienzeisler, Bernd; Zanker, Claus	Studie Volltext
2019	Academia-industry Collaboration for Augmented Reality Application Development Petruse, Radu Emanuil; Matei, Alexandru; Kayser, Marco; Maier, Michael; Cukovic, Sasa	Konferenzbeitrag Volltext
2019	Active-Code Replacement in the OODIDA Data Analytics Platform Ulm, Gregor; Gustavsson, Emil; Jirstrand, Mats	Konferenzbeitrag Volltext
2019	ALICE - Artificial Intelligence Catheter. Towards Autonomous Closed Loop Control of Passive Endovascular Catheters Based on Deep Reinforcement Learning: Poster presented at Emerging Learning Techniques for Robotics, Workshop at the Hamlyn Symposium on Medical Robotics, 26th June 2019, London Karstensen, Lennart; Pusch, Tim Philipp; Siegfarth, Marius; Behr, Tobias; Hüsener, Dominik; Pätz, Torben; Strehlow, Jan	Poster Volltext
2019	Analysing and Evaluating Multicast-Security in Topic-Based Publish/Subscribe Systems Tarafdar, Umair; Jarke, Matthias	Master Thesis
2019	Anforderungsaufnahme an IoT Tests für CoAP, MQTT und OPC‐UA Jäkel, Frank-Walter; Wolff, Tobias; Alexander Kaiser; Hackel, Sascha; Rennoch, Axel; Wardaschka, Andre	Bericht
2019	Anomaly Detection and probable path prediction for Single and Multiperson-Application in Smart Homes Lian, Runze; Kuijper, Arjan (Gutacher); Fu, Biying	Master Thesis
2019	Anwendung von (Luft-)Schallanalyse als ein Verfahren der berührungslosen Qualitätssicherung für die vorausschauende Wartung Helbig, Mareike; Clauss, Tobias; Kepplinger, Sara; Lukashevich, Hanna	Konferenzbeitrag
2019	Applicability of AI methods to JISR resource planning Rodenbeck, Roland; Reinert, Frank; Sander, Jennifer; Jackwerth, Andre	Konferenzbeitrag
2019	Application potentials of artificial intelligence for the design of innovation processes Vocke, Christian; Constantinescu, Carmen; Popescu, Daniela	Zeitschriftenaufsatz Volltext
2019	Approaches to Prediction of Cyber Events: Report of the 2017 Specialist Meeting by the North Atlantic Treaty Organization (NATO) Research Group IST-145-RTG McCallam, Dennis; Braun, Tracy; Wunder, Michael; Santos, Eugene; Sommestad, Teodor; Elvira Arregi, Victor; Bugallo, Monica; Bowman, Elizabeth; Mittrick, Mark; Jackson, Marc; Delucia, Michael; Serban, Constantin; Sapello, Angello; Ghosh, Abhrajit; Chadha, Ritu; Llopis, Salvador; Kukkola, Juha; Nikkarila, Juha-Pekka; Ristolainen, Mari; Shearer, Greg; Leslie, Nandi; Ritchey, Paul; Nelson, Frederica; Yu, Ken	Bericht Volltext
2019	Arbeit in der digitalisierten Welt: Stand der Forschung und Anwendung im BMBF-Förderschwerpunkt Bauer, Wilhelm (Hrsg.); Stowasser, Sascha (Hrsg.); Mütze-Niewöhner, Susanne (Hrsg.); Zanker, Claus (Hrsg.); Brandl, Karl Heinz (Hrsg.) ; Verbundprojekt "TransWork"	Bericht Volltext
2019	An artificial neural network and Random Forest identify glyphosate-impacted brackish communities based on 16S rRNA amplicon MiSeq read counts Janßen, René; Zabel, Jakob; Lukas, Uwe von; Labrenz, Matthias	Zeitschriftenaufsatz
2019	Assessing Users’ Privacy and Security Concerns of Smart Home Technologies Zimmermann, Verena; Gerber, Paul; Marky, Karola; Böck, Leon; Kirchbuchner, Florian	Zeitschriftenaufsatz
2019	Audio Mining. Advanced Speech Analytics for Oral History Leh, Almut; Gref, Michael; Köhler, Joachim	Zeitschriftenaufsatz Volltext
2019	Big Data Analytics Weber, Mike	Aufsatz in Buch
2019	Big Data, IOT und Machine Learning - Neue Perspektiven für Lastdaten und Schadensvorhersagen Tiesler, H.; Messmer, M.; Paul, N.; Sicking, J.	Konferenzbeitrag
2019	Business analytics on knowledge graphs for market trend analysis Albrecht, J.; Belger, A.; Blum, R.; Zimmermann, R.	Konferenzbeitrag Volltext
2019	Business Information Systems Workshops 2018: BIS 2018 International Workshops, Berlin, Germany, July 18-20, 2018, Revised Papers Abramowicz, Witold (Hrsg.); Paschke, Adrian (Hrsg.)	Tagungsband
2019	Business Models for Open Digital Ecosystems of Trustable Assistants Mihale-Wilson, Cristina; Kubach, Michael	Konferenzbeitrag Volltext
2019	Capturing smart service systems: Development of a domain-specific modelling language Huber, R.X.R.; Püschel, L.C.; Röglinger, M.	Zeitschriftenaufsatz Volltext
2019	The Case for Session Sharing: Relieving Clients from TLS Handshake Overheads Hiller, J.; Henze, M.; Zimmermann, T.; Hohlfeld, O.; Wehrle, K.	Konferenzbeitrag
2019	Combining the Concepts of Semantic Data Integration and Edge Computing Farnbauer-Schmidt, M.; Lindner, J.; Kaffenberger, C.; Albrecht, J.	Konferenzbeitrag
2019	Comparative Study of Machine Learning Methods for In-Vehicle Intrusion Detection Berger, Ivo; Rieke, Roland; Kolomeets, Maxim; Chechulin, Andrey; Kotenko, Igor	Konferenzbeitrag
2019	Complex Event Processing as an Approach for real-time Analytics in industrial Environments Lamberti, Robin; Stojanovic, Ljiljana	Konferenzbeitrag
2019	Computer vision meets visual analytics: Enabling 4D crime scene investigation from image and video data Pollok, Thomas; Kraus, Matthias; Qu, Chengchao; Miller, Matthias; Moritz, Tobias; Kilian, Timon; Keim, Daniel; Jentner, Wolfgang	Konferenzbeitrag
2019	Consumer-based Ranking for Strategic Selection of IoT Business Models Mihale-Wilson, Christina; Zibuschka, Jan; Kubach, Michael	Konferenzbeitrag
2019	Continuously Assessing and Improving Software Quality With Software Analytics Tools: A Case Study Martínez-Fernández, Silverio; Vollmer, Anna Maria; Jedlitschka, Andreas; Franch, Xavier; López, Lidia; Ram, Prabhat; Rodríguez, Pilar; Aaramaa, Sanja; Bagnato, Alessandra; Choraś, Michał; Partanen, Jari	Zeitschriftenaufsatz Volltext
2019	Controlling and regulation of integrated aquaponic production systems - An approach for a management execution system (MES) Witzel, Olaf; Wilm, Stefan; Karimanzira, Divas; Baganz, Daniela	Zeitschriftenaufsatz Volltext
2019	Data analysis and visualization framework in the manufacturing decision support system of COMPOSITION project Vafeiadis, T.; Kalatzis, D.; Nizamis, A.; Ioannidis, D.; Apostolou, K.; Metaxa, I.N.; Charisi, V.; Beecks, C.; Insolvibile, G.; Pardi, M.; Vergori, P.; Tzovaras, D.	Zeitschriftenaufsatz Volltext
2019	Data Science: Technologies for Better Software Ebert, Christof; Heidrich, Jens; Martinez-Fernandez, Silverio; Trendowicz, Adam	Zeitschriftenaufsatz
2019	Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems Balzereit, Kaja; Maier, Alexander; Barig, Björn; Hutschenreuther, Tino; Niggemann, Oliver	Konferenzbeitrag Volltext
2019	The datAcron Ontology for the Specification of Semantic Trajectories. Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics Vouros, George A.; Santipantakis, Georgios M.; Doulkeridis, Christos; Vlachou, Akrivi; Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Cordero Garcia, Jose Manuel; Garcia Martinez, Miguel	Zeitschriftenaufsatz
2019	Deriving Impact-driven Security Requirements and Monitoring Measures for Industrial IoT Hansch, G.; Schneider, P.; Brost, G.S.	Konferenzbeitrag
2019	A Design Study on the Joy of Use in Information Visualization for Cybersecurity Analysis for Home Users Ahmad, Salmah; Kuijper, Arjan (1. Gutachten); Schufrin, Marija (2. Gutachten)	Master Thesis
2019	Digital twin for real-time data processing in logistics Haße, Hendrik; Li, Bin; Weißenberg, Norbert; Cirullies, Jan; Otto, Boris	Konferenzbeitrag Volltext
2019	Discrete Positioning Using UWB Channel Impulse Responses and Machine Learning Stahlke, M.; Kram, S.; Mumme, T.; Seitz, J.	Konferenzbeitrag
2019	Dominance as a New Trusted Computing Primitive for the Internet of Things Xu, M.; Huber, M.; Sun, Z.; England, P.; Peinado, M.; Lee, S.; Marochko, A.; Mattoon, D.; Spiger, R.; Thom, S.	Konferenzbeitrag
2019	Einsatzfelder von künstlicher Intelligenz im Produktionsumfeld: Kurzstudie im Rahmen von "100 Orte für Industrie 4.0 in Baden-Württemberg" Hatiboglu, Bumin; Schuler, Sven; Bildstein, Andreas; Hämmerle, Moritz ; Fraunhofer-Institut für Produktionstechnik und Automatisierung -IPA-, Stuttgart; Fraunhofer-Institut für Arbeitswirtschaft und Organisation -IAO-, Stuttgart	Studie Volltext
2019	Empowering the internet of vehicles with multi-RAT 5G network slicing Sanchez-Iborra, R.; Santa, J.; Gallego-Madrid, J.; Covaci, S.; Skarmeta, A.	Zeitschriftenaufsatz Volltext
2019	Enabling dynamic IoT security domains: Cellular core network and device management meet authentication framework Corici, Andreea Ancuta; Shashi, Yatindra; Corici, Marius; Shrestha, Ranjan; Guzman, David	Konferenzbeitrag
2019	Enabling Dynamic IoT Security Domains Cellular Core Network and Device Management Meet Authentication Framework Corici, A.A.; Shashi, Y.; Corici, M.; Shrestha, R.; Guzman, D.	Konferenzbeitrag
2019	Enabling Interoperability for ROS-based Robotic Devices for Smart City HADR Operations Pradhan, M.; Devaramani, S.	Konferenzbeitrag
2019	Enhance lighting for the Internet of Things Jungnickel, V.; Hinrichts, M.; Bober, K.L.; Kottke, C.; Corici, A.A.; Emmelmann, M.; Rufo, J.; Bök, P.-B.; Behnke, D.; Riegel, M.; Wu, X.; Singh, R.; O'Brian, D.C.; Collins, F.; Faulkner, F.; Vázquez, M.M.; Bech, M.C.; Geilhardt, F.; Braun, R.-P.; Deng, X.; Tangdiongga, E.; Koonen, A.M.J.	Konferenzbeitrag
2019	Enhancing aquaponics management with IoT-based Predictive Analytics for efficient information utilization Karimanzira, Divas; Rauschenbach, Thomas	Zeitschriftenaufsatz Volltext
2019	The ENTOURAGE Privacy and Security Reference Architecture for Internet of Things Ecosystems Zibuschka, Jan; Horsch, Moritz; Kubach, Michael	Konferenzbeitrag Volltext
2019	EuroVA 2019, EuroVis Workshop on Visual Analytics: Porto, Portugal, June 3, 2019 Landesberger, Tatiana von (Program Chair); Kohlhammer, Jörn (Steering Committee); Fellner, Dieter W. (Editor) ; European Association for Computer Graphics -EUROGRAPHICS-	Tagungsband
2019	Forcing Interpretability for Deep Neural Networks through Rule-based Regularization Burkart, Nadia; Huber, Marco; Faller, Philipp M.	Konferenzbeitrag
2019	Forecasting of wind power curtailment events Koch, Jonas; Jost, Dominik; Braun, Axel; Dobschinsik, Jan	Konferenzbeitrag Volltext
2019	Forecasting Vertical Power Flows at Transmission Grid Nodes characterized by high Penetration of Renewable Generation and Consumption Jost, Dominik; Braun, Axel; Brauns, Katharina; Dobschinski, Jan	Konferenzbeitrag Volltext
2019	Forschungsbeiträge für eine smarte Führungsunterstützung im 21. Jahrhundert: Neuronale Netze und Machine Learning für Advanced Data Analytics Geppert, Hanna; Gerz, Michael; Kurth, Frank	Zeitschriftenaufsatz
2019	Frequency Analysis and Online Learning in Malware Detection Huynh, Ngoc Anh; Ng, Wee Keong (Supervisor); Kohlhammer, Jörn (Co-supervisor)	Dissertation Volltext
2019	From IoT requirement specifications to virtual test execution: Presentation held at Touching Innovations 2019, 14./15. February 2019, Berlin Rennoch, Axel; Kaiser, Alexander; Hackel, Sascha	Vortrag Volltext
2019	Fundamentals for IoT Testing: Presentation held at Congreso Internacional Cibersociedad 2019, 14 y el 18 de octubre de 2019, Varadero Hackel, Sascha; Rennoch, Axel	Vortrag Volltext
2019	Funkende Dinge Tiemann, Jens; Manzke, Fabian	Buch Volltext
2019	Future Proofing IoT Embedded Platforms for Cryptographic Primitives Support Plaga, S.; Wiedermann, N.; Niedermaier, M.; Giehl, A.; Newe, T.	Konferenzbeitrag
2019	Futurehotel - das intelligente Hotelzimmer: Gestaltung einer kognitiven Hotelumgebung; ein Bericht aus dem Forschungsprojekt Futurehotel Borkmann, Vanessa; Stolze, Dennis; Bruns, Christina	Studie
2019	Health@Hand - A Visual Interface for eHealth Monitoring Nonnemann, Lars; Haescher, Marian; Aehnelt, Mario; Bieber, Gerald; Diener, Holger; Urban, Bodo	Konferenzbeitrag Volltext
2019	How to Structure a Company-wide Adoption of Big Data Analytics Bürger, Olga	Konferenzbeitrag Volltext
2019	The hubs and authorities transaction network analysis using the SANSA framework Sui, D.; Sejdiu, G.; Graux, D.; Lehmann, J.	Konferenzbeitrag Volltext
2019	The Human User in Progressive Visual Analytics Micallef, Luana; Schulz, Hans-Jörg; Angelini, Marco; Aupetit, M.; Chang, Remco; Kohlhammer, Jörn; Perer, Adam; Santucci, Giuseppe	Konferenzbeitrag
2019	The Impact of Pathway Database Choice on Statistical Enrichment Analysis and Predictive Modeling Mubeen, Sarah; Hoyt, Charles Tapley; Gemünd, André; Hofmann-Apitius, Martin; Fröhlich, Holger; Domingo-Fernandez, Daniel	Zeitschriftenaufsatz Volltext
2019	Implementation of Distributed Light weight trust infrastructure for automatic validation of faults in an IOT sensor network Johnson Jeyakumar, Isaac Henderson; Wagner, Sven; Roßnagel, Heiko	Konferenzbeitrag Volltext
2019	Incorporating Blockchain into RDF Store at the Lightweight Edge Devices Le Tuan, Anh; Hingu, Darshan; Hauswirth, Manfred; Le-Phuoc, Danh	Konferenzbeitrag Volltext
2019	Inside the Group: Investigating Social Structures in Player Groups and their Influence on Activity Schiller, Michael H.; Wallner, Günter; Schinnerl, Christopher; Monte Calvo, Alexander; Pirker, Johanna; Sifa, Rafet; Drachen, Anders	Zeitschriftenaufsatz Volltext
2019	Integrating runtime data with development data to monitor external quality: challenges from practice Aghabayli, Aytaj; Pfahl, Dietmar; Martínez-Fernández, Silverio; Trendowicz, Adam	Konferenzbeitrag
2019	Inter-technology relationship networks: Arranging technologies through text mining Hofmann, P.; Keller, R.; Urbach, N.	Zeitschriftenaufsatz
2019	An Interactive Interface for Bulk Software Deployment in IoT Tavakolizadeh, Farshid; Zhang, Hanbing; Adugna Chala, Sisay	Konferenzbeitrag Volltext
2019	Internet of Things Quality Assurance: Presentation held at TestCon 2019, 04. April 2019, Moscow Rennoch, Axel; Hackel, Sascha; Kaiser, Alexander	Vortrag Volltext
2019	Interoperabilität von Plug-and-Work-fähigen OPC UA- und Cloud-basierten Smart Services Heymann, Sascha; Weskamp, Jan Nicolas; Pethig, Florian; Stojanovic, Ljiljana; Schriegel, Sebastian; Watson, Kym; Jasperneite, Jürgen	Konferenzbeitrag
2019	Interoperability for Disaster Relief Operations in Smart City Environments Pradhan, Manas	Konferenzbeitrag
2019	An Introduction to OPC UA TSN for Industrial Communication Systems Bruckner, Dietmar; Stanica, Marius Petru; Blair, Richard; Schriegel, Sebastian; Kehrer, Stephan; Seewald, Maik G.; Sauter, Thilo	Zeitschriftenaufsatz
2019	IoT-System-Management für Assets urbaner Verkehrsinfrastrukturen Braunisch, Nico; Lehmann, Robert (Betreuer); Klöppel, Michael (Betreuer); Strobl, Severin (Betreuer)	Diplomarbeit
2019	The IoT-Testware. Functional and non-functional testing for the IoT: Paper presented at Software Quality Days 2019, Interesting insights into professional practice, 15. - 18. Januar 2019, Wien Rennoch, Axel; Kaiser, Alexander	Vortrag Volltext
2019	IoTAG: An Open Standard for IoT Device IdentificAtion and RecoGnition Fischer, Sebastian; Neubauer, Katrin; Hinterberger, Lukas; Weber, Bernhard; Hackenberg, Rudolf	Konferenzbeitrag Volltext
2019	KI - Eine Aufgabe für das ganze Unternehmen Urbach, Nils; Hofmann, Peter; Protschky, Dominik	Aufsatz in Buch Volltext
2019	Konkrete Anwendungsfälle von KI & Big-Data in der Industrie. Leitfaden Abdel-Halim, Sharif; Aroudaki, Hicham; Balzer, Paul; Bláha, J.; Bösche, F.; Brandmüller, O.; Festl, A.; Fockele, L.; Hein, O.; Hülsen, A. van; Jankowski, T.; Kaiser, C.; Kleist, C.; Kourouma, I.; Nilsson, K.; Rauschert, André; Schapranow, M.-P.; Steinacker, A.; Stocker, A.	Bericht Volltext
2019	Künstliche Intelligenz Widget für ClickDigital Kaymak, Yasin; Kuijper, Arjan (1. Gutachten); Ben Hmida, Helmi (2. Gutachten)	Bachelor Thesis
2019	Lightweight Coordination of Multiple Independent Visual Analytics Tools Schulz, Hans-Jörg; Röhlig, Martin; Nonnemann, Lars; Aehnelt, Mario; Diener, Holger; Urban, Bodo; Schumann, Heidrun	Konferenzbeitrag
2019	Localization and Mapping of Monocular Cameras in Large Urban Environments using Virtual City Models Pandikow, Lars; Kuijper, Arjan (1. Gutachten); Gutbell, Ralf (2. Gutachten)	Master Thesis
2019	Machine Learning Approaches along the Radiology Value Chain - Rethinking Value Propositions Hofmann, Peter; Oesterle, Severin; Rust, Paul; Urbach, Nils	Konferenzbeitrag Volltext
2019	Maintenance 4.0 World of Integrated Information Jantunen, Erkki; Orio, Giovanni Di; Hegedűs, Csaba; Varga, Pal; Moldován, István; Larrinaga, Felix; Becker, Martin; Albano, Michele; Maló, Pedro	Konferenzbeitrag
2019	Management of Sensor Data with Open Standards Hertweck, Philipp; Hellmund, Tobias; Schaaf, Hylke van der; Moßgraber, Jürgen; Blume, Jan-Wilhelm	Konferenzbeitrag Volltext
2019	MARGOT: Dynamic IoT Resource Discovery for HADR Environments Campioni, L.; Lenzi, R.; Poltronieri, F.; Pradhan, M.; Tortonesi, M.; Stefanelli, C.; Suri, N.	Konferenzbeitrag
2019	MEC-Assisted End-to-End 5G-Slicing for IoT Sanchez-Iborra, R.; Covaci, S.; Santa, J.; Sanchez-Gomez, J.; Gallego-Madrid, J.; Skarmeta, A.F.	Konferenzbeitrag
2019	A Metadata Framework for Data Lagoons Theodorou, V.; Hai, R.; Quix, C.	Konferenzbeitrag
2019	Mitigating Ethnic Bias in Face Recognition Models through Fair Template Comparison Tran, Mai Ly; Kuijper, Arjan (1. Gutachter); Terhörst, Philipp (2. Gutachter)	Master Thesis
2019	A Mobile Visual Analytics Approach for Instant Trend Analysis in Mobile Contexts Burkhardt, Dirk; Nazemi, Kawa; Kuijper, Arjan; Ginters, Egils	Konferenzbeitrag Volltext
2019	Modelling Availability Risks of IT Threats in Smart Factory Networks - A Modular Petri Net Approach Berger, Stephan; Bogenreuther, Maximilan; Häckel, Björn; Niesel, Oliver	Konferenzbeitrag Volltext
2019	NetCapVis: Web-based Progressive Visual Analytics for Network Packet Captures Ulmer, Alex; Sessler, David; Kohlhammer, Jörn	Konferenzbeitrag Volltext
2019	A New Approach for Efficient Structure Discovery in IoT Berns, F.; Schmidt, K.; Grass, A.; Beecks, C.	Konferenzbeitrag
2019	A New Perspective on the Study of Literature (Songci): Text Correlation and Spatio-Temporal Visual Analytics Zhang, W.; Tan, S.; Liu, K.; Shi, L.; Chen, S.; Chen, W.	Zeitschriftenaufsatz
2019	Ökosysteme für Daten und Künstliche Intelligenz. Positionspapier: Konzeption einer souveränen Dateninfrastruktur und Analyse von Potenzialen durch Ökosysteme in KI-Anwendungsfällen unterschiedlicher Domänen Lis, Dominik; Tagalidou, Nektaria; Lingelbach, Katharina; Spiekermann, Markus	Bericht Volltext
2019	On the Complexity of Cloud and IoT Integration: Architectures, Challenges and Solution Approaches Kutzias, Damian; Falkner, Jürgen; Kett, Holger	Konferenzbeitrag Volltext
2019	On the Generalization of Detecting Face Morphing Attacks as Anomalies: Novelty vs. Outlier Detection Damer, Naser; Grebe, Jonas Henry; Zienert, Steffen; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2019	An online machine learning framework for early detection of product failures in an Industry 4.0 context Carvajal Soto, J.A.; Tavakolizadeh, F.; Gyulai, D.	Zeitschriftenaufsatz
2019	Orchestration of IoT Device and Business Workflow Engine on Cloud Kikuchi, Shinji; Thomas, Ian; Jallouli, Ons; Dörr, Jörg; Morgenstern, Andreas; Baccelli, Emmanuel; Schleiser, Kaspar	Konferenzbeitrag
2019	An Overview of User Feedback Classification Approaches Santos, Rubens; Groen, Eduard C.; Villela, Karina	Konferenzbeitrag Volltext
2019	Perceived needs and gains from an industrial study in cloud testing automation Bertolino, Antonia; Calabrò, Antonello; Marchetti, Eda; Cervantes Sala, Anton; Tuñón de Hita, Guioma; Gheorghe-Pop, Ilie-Daniel; Gowtham, Varun	Konferenzbeitrag
2019	Performance testing for VoIP emergency services: A case study of the EMYNOS platform Subudhi, Budankailu Sameer Kumar; Catal, Faruk; Tcholtchev, Nikolay; Chiu, Kin Tsun; Rebahi, Yacine	Zeitschriftenaufsatz Volltext
2019	Practical experiences and value of applying software analytics to manage quality Vollmer, Anna Maria; Martınez-Fernández, Silverio; Bagnato, Alessandra; Partanen, Jari; López, Lidia; Rodrıguez, Pilar	Konferenzbeitrag
2019	Predictive Analytics and AI in Governance: Data-driven government in a free society: Artificial Intelligence, Big Data and algorithmic decision-making in government from a liberal perspective Thapa, Basanta E.P.; Feierabend, Dieter (Editor)	Buch Volltext
2019	Provenance management over linked data streams Liu, Qian; Wylot, Marcin; Le Phuoc, Danh; Hauswirth, Manfred	Zeitschriftenaufsatz Volltext
2019	Der Puck macht "pling"! Kepplinger, Sara; Krüger, Tobias	Zeitschriftenaufsatz
2019	PV Power Forecast Comparison of Physical and Machine Learning Models Winter, Kevin; Beinert, Dominik; Vogt, Stephan; Fritz, Raphael	Konferenzbeitrag
2019	Quantifying Uncertainty in Multivariate Time Series Pre-Processing Bors, Christian; Bernard, Jürgen; Bögl, Markus; Gschwandtner, Theresia; Kohlhammer, Jörn; Miksch, Silvia	Konferenzbeitrag
2019	Rapid drop-test for lectin binding with glycopolymer-coated optical ring resonators Schulte-Osseili, C.; Kleinert, M.; Keil, N.; Rosencrantz, R.R.	Zeitschriftenaufsatz Volltext
2019	Reference Architecture framework for enhanced social media data analytics for Predictive Maintenance models Grambau, J.; Hitzges, A.; Otto, B.	Konferenzbeitrag
2019	Reliability and intelligence in predictive / smart maintenance for mobile machines by using edge cloud, flexible distributed software architectures and reliable machine learning: Presentation held at Agritechnica 2019, Weltleitmesse für Landtechnik, 10.-16. November 2019, Hannover Stiller, Michael	Vortrag Volltext
2019	Reprogramming Low-end IoT Devices from the Cloud Baccelli, Emmanuel; Dörr, Jörg; Jallouli, Ons; Kikuchi, Shinji; Morgenstern, Andreas; Padilla, Francisco Acosta; Schleiser, Kaspar; Thomas, Ian	Konferenzbeitrag
2019	A review of machine learning for the optimization of production processes Weichert, D.; Link, Patrick; Stoll, Anke; Rüping, S.; Ihlenfeldt, Steffen; Wrobel, S.	Zeitschriftenaufsatz
2019	Risk Analysis of the Cloud Infrastructure of Smart Grid and Internet of Things Neubauer, Katrin; Fischer, Sebastian; Hackenberg, Rudolf	Konferenzbeitrag Volltext
2019	A roadmap for implementation of patient-centered digital outcome measures in Parkinson's disease obtained using mobile health technologies Espay, A.J.; Hausdorff, J.M.; Sánchez-Ferro, A.; Klucken, J.; Merola, A.; Bonato, P.; Paul, S.S.; Horak, F.B.; Vizcarra, J.A.; Mestre, T.A.; Reilmann, R.; Nieuwboer, A.; Dorsey, E.R.; Rochester, L.; Bloem, B.R.; Maetzler, W.	Zeitschriftenaufsatz
2019	Satellitengestützte Fahrzeuglokalisierung in urbanen Umgebungen Tollkühn, Andreas; Lerch, R.; Thielecke, Jörn; Koch, W.	Dissertation
2019	Scalable Analytics Platform for Machine Learning in Smart Production Systems Al-Gumaei, Khaled; Müller, Arthur; Weskamp, Jan Nicolas; Longo, Claudio Santo; Pethig, Florian; Windmann, Stefan	Konferenzbeitrag
2019	Securing future decentralised industrial IoT infrastructures: Challenges and free open source solutions Plaga, S.; Wiedermann, N.; Anton, S.D.; Tatschner, S.; Schotten, H.; Newe, T.	Zeitschriftenaufsatz
2019	Securing the IoT. Utilizing conformance tessuites for fuzzing Knoblauch, Dorian; Hackel, Sascha	Konferenzbeitrag Volltext
2019	A Security Architecture for RISC-V based IoT Devices Auer, Lukas; Skubich, Christian; Hiller, Matthias	Konferenzbeitrag
2019	Self-Service Data Preprocessing and Cohort Analysis for Medical Researchers Burmeister, Jan; Bernard, Jürgen; May, Thorsten; Kohlhammer, Jörn	Konferenzbeitrag
2019	Smart Recommendation for Anomaly Detection in IoT Ramesh, Supradha; Ben Hmida, Helmi (1. Gutachten); Kuijper, Arjan (2. Gutachten)	Master Thesis
2019	Sounding Industry: Challenges and Datasets for Industrial Sound Analysis Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith; Lukashevich, Hanna	Konferenzbeitrag
2019	Standards-based IoT testing with Open-Source test equipment Kaiser, Alexander; Hackel, Sascha	Konferenzbeitrag
2019	A Study on Trust in Black Box Models and Post-hoc Explanations El Bekri, Nadia; Kling, J.; Huber, M.	Konferenzbeitrag Volltext
2019	Suppressing Gender and Age in Face Templates Using Incremental Variable Elimination Terhörst, Philipp; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2019	The symbIoTe Solution for Semantic and Syntactic Interoperability of Cloud-based IoT Platforms Žarko, I.P.; Müller, S.; Plociennik, M.; Rajtar, T.; Jacoby, M.; Pardi, M.; Insolvibile, G.; Glykantzis, V.; Antonic, A.; Kusek, M.; Soursos, S.	Konferenzbeitrag
2019	Synthesis of Medical Images Using GANs Middel, Laura; Palm, Christoph; Erdt, Marius	Konferenzbeitrag
2019	Szenario-Report: KI-basierte Arbeitswelten 2030 Burmeister, Klaus; Fink, Alexander; Mayer, Christina; Schiel, Andreas; Schulz-Montag, Beate	Bericht Volltext
2019	Tailoring Onion Routing to the Internet of Things: Security and Privacy in Untrusted Environments Hiller, Jens; Pennekamp, Jan; Dahlmanns, Markus; Henze, Martin; Panchenko, Andriy; Wehrle, Klaus	Konferenzbeitrag
2019	A Theoretical Model to Link Uniqueness and Min-Entropy for PUF Evaluations Gu, C.; Liu, W.; Hanley, N.; Hesselbarth, R.; O'Neill, M.	Zeitschriftenaufsatz
2019	Towards Contradiction Detection in German: A Translation-Driven Approach Sifa, Rafet; Pielka, Maren; Ramamurthy, Rajkumar; Ladi, Anna; Hillebrand, Lars; Bauckhage, Christian	Konferenzbeitrag
2019	Tracking Criminal Events through IoT Devices and an Edge Computing Approach Tundis, Andrea; Kaleem, Humayun; Mühlhäuser, Max	Konferenzbeitrag
2019	Ubiquitous Person Detection and Identification in Smart Living Environments Kubon, Philipp; Kuijper, Arjan (1. Gutachten); Boutros, Fadi (2. Gutachten)	Bachelor Thesis
2019	Unary and Binary Classification Approaches and their Implications for Authorship Verification Halvani, Oren; Winter, Christian; Graner, Lukas	Preprint Volltext
2019	Uncertainty for safe utilization of machine learning in medical imaging and clinical image-based procedures. Proceedings: First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, held in conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019 Greenspan, Hayit (Editor); Tanno, Ryutaro (Editor); Erdt, Marius (Editor); Arbel, Tal (Editor); Baumgartner, Christian (Editor); Dalca, Adrian (Editor); Sudre, Carole H. (Editor); Wells, William M. (Editor); Drechsler, Klaus (Editor); Linguraru, Marius George (Editor); Oyarzun Laura, Cristina (Editor); Shekhar, Raj (Editor); Wesarg, Stefan (Editor); González Ballester, Miguel Angel (Editor)	Tagungsband
2019	Uncertainty Wrappers for Data-Driven Models: Increase the Transparency of AI/ML-Based Models Through Enrichment with Dependable Situation-Aware Uncertainty Estimates Kläs, Michael; Sembach, Lena	Konferenzbeitrag
2019	Uncovering Research Streams in the Data Economy Using Text Mining Algorithms Azkan, Can; Spiekermann, Markus; Goecke, Henry	Zeitschriftenaufsatz
2019	Understanding User Behaviour through Action Sequences: From the Usual to the Unusual Nguyen, P.; Turkay, C.; Andrienko, G.; Andrienko, N.; Thonnard, O.; Zouaoui, J.	Zeitschriftenaufsatz
2019	A Unified Architecture for Industrial IoT Security Requirements in Open Platform Communications Hansch, G.; Schneider, P.; Fischer, K.; Böttinger, K.	Konferenzbeitrag
2019	Use of AI-Based Solutions in Safety-Critical Applications: Presentation held at FutureCar Innovation Network Meeting, 22.-23.10.2019, Wien Seydel, Dominique	Vortrag Volltext
2019	V2V- and V2X-Communication Data within a Distributed Computing Platform for Adaptive Radio channel Modelling Pinzel, Florian; Holfeld, Jörg; Olunczek, Andrej; Balzer, Paul; Michler, Oliver	Konferenzbeitrag
2019	VISECO: An Annotated Security Management Framework for 5G Thanh, T.Q.; Covaci, S.; Magedanz, T.	Konferenzbeitrag
2019	Visual-Interactive Labeling of Multivariate Time Series to Support Semi-Supervised Machine Learning Reinemuth, Heiko; Kuijper, Arjan (1. Prüfer); Bernard, Jürgen (2. Prüfer)	Master Thesis
2019	Visual-Interactive Preprocessing of Multivariate Time Series Data Bernard, Jürgen; Hutter, Marco; Reinemuth, Heiko; Pfeifer, Hendrik; Bors, Christian; Kohlhammer, Jörn	Zeitschriftenaufsatz
2019	Visualization Interface to Improve the Transparency of Collected Personal Data on the Internet Reynolds, Steven Lamarr; Kuijper, Arjan (1. Gutachter); Schufrin, Marija (2. Gutachter)	Master Thesis
2019	Work in Progress: Security Analysis for Safety-critical Systems: Smart Grid and IoT Neubauer, Katrin; Hackenberg, Rudolf; Fischer, Sebastian	Konferenzbeitrag
2019	Zero-Touch Provisioning of Distributed Video Analytics in a Software-Defined Metro-Haul Network with P4 Processing Andrus, B.M.; Sasu, S.A.; Szyrkowiec, T.; Autenrieth, A.; Chamania, M.; Fischer, J.K.; Rasp, S.	Konferenzbeitrag
2018	A 4-Step Tool-Chain for IoT Business Model and Sustainability Recommendations Schmitt, C.; Steiner, Y.; Herzog, Reinhard; Terrenghi, N.; Stiller, B.	Konferenzbeitrag
2018	Aesthetic discrimination of graph layouts Klammler, M.; Mchedlidze, T.; Pak, Alexey	Konferenzbeitrag Volltext
2018	Akustische Qualitätskontrolle mit künstlicher Intelligenz Liebetrau, Judith; Grollmisch, Sascha; Clauß, Tobias	Zeitschriftenaufsatz
2018	Analysis and Design of Broadband Simultaneous Wireless Information and Power Transfer (SWIPT) System Considering Rectifier Effect Shirichian, M.; Chamaani, S.; Akbarpour, A.; Galdo, G. Del	Zeitschriftenaufsatz Volltext
2018	Analytics Canvas - A Framework for the Design and Specification of Data Analytics Projects Kühn, A.; Joppen, R.; Reinhart, F.; Röltgen, D.; Enzberg, S. von; Dumitrescu, R.	Zeitschriftenaufsatz Volltext
2018	Anforderungstaxanomie für industrielle Cloud Infrastrukturen durch Internet of Things- und Big Data-Applikationen: Paper presented at KommA 2018 - 9. Jahreskolloquium "Kommunikation in der Automation", 21.11.2018, Lemgo Schuba, Kornelia; Pieper, Carsten; Schriegel, Sebastian; Al-Gumaei, Khaled	Vortrag Volltext
2018	Application of IoT in military operations in a smart city Johnsen, Frank T.; Zielinski, Zbigniew; Wrona, Konrad; Suri, Niranjan; Fuchs, Christoph; Pradhan, Manas; Furtak, Janusz; Vasilache, Bogdan; Pellegrini, Vincenzo; Dyk, Michał; Marks, Michał; Krzyszton, Mateusz	Konferenzbeitrag
2018	Automatic analysis of sewer pipes based on unrolled monocular fisheye images Künzel, Johannes; Werner, Thomas; Eisert, Peter; Waschnewski, Jan; Möller, Ronja; Hilpert, Ralf	Konferenzbeitrag
2018	Automatic Mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms Moren, Konrad; Göhringer, Diana	Konferenzbeitrag
2018	Big data analytics for time critical maritime and aerial mobility forecasting Vouros, G.A.; Doulkeridis, C.; Santipantakis, G.; Vlachou, A.; Pelekis, N.; Georgiou, H.; Theodoridis, Y.; Patroumpas, K.; Alevizos, E.; Artikis, A.; Fuchs, G.; Mock, M.; Andrienko, G.; Andrienko, N.; Ray, C.; Claramunt, C.; Camossi, E.; Jousselme, A.-L.; Scarlatti, D.; Cordero, J.M.	Konferenzbeitrag
2018	Big Data in der Automobilindustrie: Die Erhebung von Fahrzeugfunktionsdaten als Rechtsproblem Karikari, B.A.	Dissertation
2018	Branched learning paths for the recommendation of personalized sequences of course items Krauss, Christopher; Salzmann, Andreas; Merceron, Agathe	Konferenzbeitrag Volltext
2018	Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis Stein, M.; Janetzko, H.; Lamprecht, A.; Breitkreutz, T.; Zimmermann, P.; Goldlücke, B.; Schreck, T.; Andrienko, G.; Grossniklaus, M.; Keim, D.A.	Zeitschriftenaufsatz
2018	Broadband beamforming via frequency invariance transformation and PARAFAC decomposition Miranda, R.K.; Da Costa, J.P.C.L.; Del Galdo, G.; Römer, F.	Konferenzbeitrag
2018	Business information systems. 21st international conference, BIS 2018. Proceedings: Berlin, Germany, July 18-20, 2018 Abramowicz, Witold (Hrsg.); Paschke, Adrian (Hrsg.)	Tagungsband
2018	Business Value of the Internet of Things - A Project Portfolio Selection Approach Fähnle, Annika; Püschel, Louis; Röglinger, Maximilian; Stohr, Alexander	Konferenzbeitrag Volltext
2018	A cloud-based architecture for an interoperable, resilient, and scalable C2 information system Bau, Nico; Endres, Sven; Gerz, Michael; Gökgöz, Fahrettin	Konferenzbeitrag
2018	Cloud-based industrial control services: The next generation PLC Langmann, Reinhard; Stiller, Michael	Konferenzbeitrag
2018	Cloud-based Plug and Work architecture of the IIC Testbed Smart Factory Web Heymann, Sascha; Stojanovic, Ljiljana; Watson, Kym; Nam, S.; Song, B.; Gschossmann, H.; Schriegel, Sebastian; Jasperneite, Jürgen	Konferenzbeitrag Volltext
2018	Cloud-Dienste für die Industrie. Von aktuellen Angeboten bis hin zu künftigen Lösungen mit der Industrie 4.0-Verwaltungsschale: Vortrag gehalten auf dem Workshop Smart Automation. Cloud-basierte Steuerungsdienste und Anwendungen, 11.01.2018 am Fraunhofer ESK, München Stiller, Michael	Vortrag Volltext
2018	A Collection of Software Engineering Challenges for Big Data System Development Hummel, Oliver; Eichelberger, Holger; Giloj, Andreas; Werle, Dominik; Schmid, Klaus	Konferenzbeitrag
2018	Comparing visual-interactive labeling with active learning: An experimental study Bernard, Jürgen; Hutter, Marco; Zeppelzauer, Matthias; Fellner, Dieter W.; Sedlmair, Michael	Zeitschriftenaufsatz
2018	Conceptualizing business-to-thing interactions - a sociomaterial perspective on the internet of things Oberländer, Anna Maria; Röglinger, Maximilian; Rosemann, Michael; Kees, Alexandra	Zeitschriftenaufsatz
2018	Context design and tracking for IoT-based energy management in smart cities Kamienski, C.; Borelli, F.; Biondi, G.; Pinheiro, I.; Zyrianoff, I.; Jentsch, M.	Zeitschriftenaufsatz
2018	Cyber defence: Visualizing and analyzing netflow log-files Winkelholz, Carsten	Bericht
2018	Data Analytics in Politik und Verwaltung Thapa, Basanta E.P.; Parycek, Peter	Aufsatz in Buch Volltext
2018	A data model for data gathering from heterogeneous IoT and Industry 4.0 applications Strljic, Matthias M.; Tasci, Timur; Schmidt, Alexander; Korb, Tobias; Riedel, Oliver	Konferenzbeitrag
2018	Data4Water - Smart Data-driven eServices in Water Management: Presentation held at 12th Symposium on Summer School on Service-Oriented Computing, June 25 - June 29, 2018, Crete, Greece Paschke, Adrian	Vortrag Volltext
2018	DESERT: A Continuous SPARQL Query Engine for On-Demand Query Answering Karim, F.; Lytra, I.; Mader, C.; Auer, S.; Vidal, M.-E.	Zeitschriftenaufsatz
2018	Design of an autonomous management and orchestration for Fog Computing Dlamini, Sabelo; Mwangama, Joyce; Ventura, N.; Magedanz, Thomas	Konferenzbeitrag
2018	Designing self-aware textiles Gutjahr, Christian; Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)	Master Thesis
2018	Digital real-time feedback of quality-related information to inspection and installation areas of vehicle assembly Gewohn, M.; Usländer, Thomas; Beyerer, Jürgen; Sutschet, Gerhard	Zeitschriftenaufsatz Volltext
2018	A distributed analytics platform to execute FHIR-based phenotyping algorithms Karim, M.R.; Nguyen, B.-P.; Zimmermann, L.; Kirsten, T.; Löbe, M.; Meineke, F.; Stenzhorn, H.; Kohlbacher, O.; Decker, S.; Beyan, O.	Konferenzbeitrag Volltext
2018	Distributed online learning for large-scale pattern prediction over real-time event streams Qadah, Ehab; Mock, Michael; Wrobel, Stefan	Master Thesis Volltext
2018	An Ecosystem and IoT Device Architecture for Building Trust in the Industrial Data Space Brost, G.S.; Huber, M.; Weiß, M.; Protsenko, M.; Schütte, J.; Wessel, S.	Konferenzbeitrag
2018	Emerging and unconventional: New attacks and innovative detection techniques. Editorial Caviglione, Luca; Mazurczyk, Wojciech; Wendzel, Steffen; Zander, Sebastian	Editorial Volltext
2018	Enabling IoT Platform Interoperability Using a Systematic Development Approach by Example Schneider, M.; Hippchen, B.; Abeck, S.; Jacoby, Michael; Herzog, Reinhard	Konferenzbeitrag Volltext
2018	Entwicklung eines Ökosystemmodells für das Internet der Dinge: Eine ökosystembezogene Architektur zur Implementierung von Internet-der-Dinge-Lösungen Papert, Marcel	Dissertation
2018	Experimentation as a Service Over Semantically Interoperable Internet of Things Testbeds Lanza, Jorge; Sánchez, Luis; Santana, Juan Ramón; Agarwal, Rachit; Kefalakis, Nikolaos; Grace, Paul; Elsaleh, Tarek; Zhao, Mengxuan; Tragos, Elias; Nguyen, Hung; Cirillo, Flavio; Steinke, Ronald; Soldatos, John	Zeitschriftenaufsatz
2018	Exploiting smart city IoT for disaster recovery operations Suri, N.; Zielinski, Z.; Tortonesi, M.; Fuchs, C.; Pradhan, M.; Wrona, K.; Furtak, J.; Vasilache, D.B.; Street, M.; Pellegrini, V.; Benincasa, G.; Morelli, A.; Stefanelli, C.; Casini, E.; Dyk, M.	Konferenzbeitrag
2018	Extending INSPIRE to the Internet of Things through SensorThings API Kotsev, A.; Schleidt, K.; Liang, S.; Schaaf, Hylke van der; Khalafbeigi, T.; Grellet, S.; Lutz, M.; Jirka, S.; Beaufils, M.	Zeitschriftenaufsatz Volltext
2018	Feature model for the specification of industrial indoor location-based services Falkowski, T.; Jürgenhake, C.; Anacker, H.; Dumitrescu, R.	Zeitschriftenaufsatz Volltext
2018	A GUI-based platform for quickly prototyping server-side IoT applications Nepomuceno, T.; Carneiro, T.; Korn, C.; Martin, A.	Konferenzbeitrag
2018	Guidance in the human-machine analytics process Collins, C.; Andrienko, N.; Schreck, T.; Yang, J.; Choo, J.; Engelke, U.; Jena, A.; Dwyer, T.	Zeitschriftenaufsatz Volltext
2018	Guidance or No Guidance? A Decision Tree Can Help Ceneda, Davide; Gschwandtner, Theresia; May, Thorsten; Miksch, Silvia; Streit, Marc; Tominski, Christian	Konferenzbeitrag
2018	Gut zu wissen: Die Wirkung von Büroumgebungen auf unterschiedliche Arbeitstypen Jurecic, Mitja	Aufsatz in Buch
2018	Harmonizing Data collection in an Ontology for a Risk Management Platform Hilbring, Desiree; Moßgraber, Jürgen; Hertweck, Philipp; Hellmund, Tobias; Schaaf, Hylke van der; Karakostas, A.; Kontopoulos, E.; Gialampoukidis, I.; Andreadis, S.; Vrochidis, S.; Kompatsiaris, I.	Konferenzbeitrag Volltext
2018	The impact of digital technologies on the value creation of companies in the manufacturing industry Kress, Peter	Buch
2018	Industrie 4.0 virtual automation bus Kuhn, Thomas; Antonino, Pablo Oliveira; Damm, Markus; Morgenstern, Andreas; Schulz, Dirk; Ziesche, Constantin; Müller, Thorsten	Konferenzbeitrag
2018	Integrating coalition shared data in a system architecture for high level information management Essendorfer, Barbara; Hoffmann, Almuth; Sander, Jennifer; Kuwertz, Achim	Konferenzbeitrag
2018	Das Internet der Dinge digitalisiert den Mittelstand Rennoch, Axel; Schieferdecker, Ina; Wagner, Michael	Zeitschriftenaufsatz Volltext
2018	Internet of Things Canvas for Ideation in Model-Based Product Generation Planning Albers, A.A.; Bernijazov, R.; Kaiser, L.; Dumitrescu, R.	Konferenzbeitrag
2018	An intuitive and personal projection interface for enhanced self-management Scheller, Doreen; Bauer, Benjamin; Krajewski, Andrea; Coenen, Claudius; Siegmund, Dirk; Braun, Andreas	Konferenzbeitrag
2018	The IoT and Digital Transformation: Toward the Data-Driven Enterprise Pflaum, A.A.; Gölzer, P.	Zeitschriftenaufsatz
2018	IT-Sicherheit für TCP/IP- und IoT-Netzwerke: Grundlagen, Konzepte, Protokolle, Härtung Wendzel, Steffen	Buch
2018	KI im Einsatz-Advanced Analytics & Machine Learning für sicherheitskritische Anwendungen Martini, Peter	Aufsatz in Buch
2018	Können typische Lernverhalten, wie sie in MOOCs gefunden wurden, auch in anderen Kursen auftauchen? An, Truong-Sinh; Merceron, Agathe; Krauß, Christopher	Konferenzbeitrag
2018	Life-long privacy in the IoT? Measuring privacy attitudes throughout the life-cycle of IoT devices Railean, A.; Reinhardt, D.	Konferenzbeitrag
2018	A lightweight industrial data space sensor connector: Concept, implementation and first experiences Holtkamp, Bernhard; Cirullies, Jan; Dahlmanns, Tim; Steinbuß, Sebastian	Bericht Volltext
2018	LoRa WanEvaluation for IoT Communications Singh, Divita; Aliu, Osianoh Glenn; Kretschmer, Mathias	Konferenzbeitrag
2018	LUCON: Data Flow Control for Message-Based IoT Systems Schütte, J.; Brost, G.S.	Konferenzbeitrag
2018	Luftschallbasierte Rissdetektion von Metallteilen Liebetrau, Judith; Grollmisch, Sascha; Nowak, Johannes	Konferenzbeitrag
2018	Machine learning methods for remote sensing applications: An overview Schulz, Karsten; Hänsch, Ronny; Sörgel, Uwe	Konferenzbeitrag
2018	Matrix and Tensor Factorization Based Game Content Recommender Systems: A Bottom-Up Architecture and a Comparative Online Evaluation Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian	Konferenzbeitrag Volltext
2018	Maturing maturity models: A methodological extension using the analytical hierarchy process and Google PageRank Linhart, A.; Klaus, C.; Röglinger, M.	Zeitschriftenaufsatz
2018	A microservice architecture for the processing of large geospatial data in the cloud Krämer, Michel; Fellner, Dieter W. (Referent); Boehm, Jan (Referent)	Dissertation
2018	Mit maschinellem Lernen zur intelligenten Produktion: Vortrag gehalten auf dem Technologietag, 9. Oktober 2018, Erfurt Grollmisch, Sascha	Vortrag Volltext
2018	MONICA, a European project focused on the Internet of Things for the acoustic quality and safety of outdoor large scale events Vincent, B.; Gissinger, V.; Haddad, K.; Song, W.; Gallo, E.; Doucet, C.; Jahn, M.	Konferenzbeitrag
2018	An MTConnect ontology for semantic industrial machine sensor analytics Alvanou, Glykeria; Lytra, Ioanna; Petersen, Niklas	Konferenzbeitrag Volltext
2018	Multi-agent learning framework for environment redundancy identification for mobile sensors in an IoT context Martinez, D.A.; Mojica-Nava, E.; Watson Kym; Usländer, Thomas	Konferenzbeitrag Volltext
2018	Network formation for industrial IoT: Evaluation, limits and recommendations Fanucchi, Dario; Staehle, Barbara; Knorr, Rudi	Konferenzbeitrag Volltext
2018	The new role of citizens as co-creators of socio-digital innovations and urban development: A case-study of participation and co-creation in the smart city development of Barcelona Stroh, Felix	Master Thesis Volltext
2018	The next generation internet of things - Hyperconnectivity and embedded intelligence at the edge Vermesan, O.; Eisenhauer, M.; Serrano, M.; Guillemin, P.; Sundmaeker, H.; Tragos, E.Z.; Valino, J.; Copigneaux, B.; Presser, M.; Aagaard, A.; Bahr, R.; Darmois, E.C.	Aufsatz in Buch Volltext
2018	Objekterkennung und -verortung in Luftbildaufnahmen für Such- und Rettungseinsätze mittels neuronaler Faltungsnetzwerke Leinweber, Artur; Surmann, Hartmut; Worst, Rainer	Bachelor Thesis Volltext
2018	Office Analytics. Erfolgsfaktoren für die Gestaltung einer typbasierten Arbeitswelt Jurecic, Mitja; Rief, Stefan; Stolze, Dennis; Bauer, Wilhelm (Hrsg.)	Studie
2018	Optimisation Method for the Clear Sky PV Forecast Using Power Records from Arbitrarily Oriented Panels Thomas, Jorge A.	Konferenzbeitrag
2018	Optimisation of manufacturing process parameters using deep neural networks as surrogate models Pfrommer, J.; Zimmerling, C.; Liu, J.; Kärger, L.; Henning, F.; Beyerer, J.	Zeitschriftenaufsatz Volltext
2018	OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis: First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings Stoyanov, Danail (Editor); Taylor, Zaike (Editor); Sarikaya, Duygu (Editor); McLeod, Jonathan (Editor); González Ballester, Miguel Angel (Editor); Codella, Noel C.F. (Editor); Martel, Anne (Editor); Maier-Hein, Lena (Editor); Malpani, Anand (Editor); Zenati, Marco A. (Editor); Ribaupierre, Sandrine de (Editor); Xiongbiao, Luo (Editor); Collins, Toby (Editor); Reichl, Tobias (Editor); Drechsler, Klaus (Editor); Erdt, Marius (Editor); Linguraru, Marius George (Editor); Oyarzun Laura, Cristina (Editor); Shekhar, Raj (Editor); Wesarg, Stefan (Editor); Celebi, M. Emre (Editor); Dana, Kristin (Editor); Halpern, Allan (Editor)	Tagungsband
2018	Personalized Visual-Interactive Music Classification Ritter, Christian; Altenhofen, Christian; Zeppelzauer, Matthias; Kuijper, Arjan; Schreck, Tobias; Bernard, Jürgen	Konferenzbeitrag
2018	Planning [Pl] Cirullies, Jan; Pikus, Yevgen; Schnakenburg, Igor; Plumbaum, Till	Aufsatz in Buch Volltext
2018	Poster abstract: Big Data beats engineering in residential energy performance assessment - a case study Fridgen, Gilbert; Guggenmos, Florian; Regal, Christian; Schmidt, Marco	Zeitschriftenaufsatz
2018	The potential for POCT in the Internet of Things (IoT) Rode-Schubert, C.; Norgall, T.; Bietenbeck, A.	Aufsatz in Buch
2018	Predicting observer's task from eye movement patterns during motion image analysis Hild, Jutta; Voit, Michael; Kühnle, Christian; Beyerer, Jürgen	Konferenzbeitrag Volltext
2018	Predictive maintenance in the context of service - a state-of-the-art analysis of predictive models and the role of social media data in this context Grambau, Jens; Hitzges, Arno; Otto, Boris	Konferenzbeitrag
2018	Preface of SeWeBMeDA 2018: Semantic web solutions for large-scale biomedical data analytics Hasnain, A.; Beyan, O.; Decker, S.; Rebholz-Schuhmann, D.	Konferenzbeitrag Volltext
2018	Proactive support for conceptual interoperability analysis of software units Abukwaik, Hadil; Rombach, Dieter; Reussner, R.; Deßloch, S.	Dissertation Volltext
2018	Quality analysis with IoT-Testware: Presentation held at Meet the Industry: Vom Internet der Dinge zum Internet der Dienste, May 17, 2018, Potsdam Rennoch, Axel; Hackel, Sascha	Vortrag Volltext
2018	A quality information management model for smart rework control within vehicle assembly processes Gewohn, M.; Beyerer, Jürgen; Usländer, Thomas; Sutschet, Gerhard	Konferenzbeitrag
2018	A Quality Model for Actionable Analytics in Rapid Software Development Martínez-Fernández, Silverio; Jedlitschka, Andreas; Guzmán, Liliana; Vollmer, Anna Maria	Konferenzbeitrag
2018	Scripting Over-The-Air: Towards Containers on Low-end Devices in the Internet of Things Baccelli, Emmanuel; Dörr, Jörg; Kikuchi, Shinji; Padilla, Francisco Acosta; Schleiser, Kaspar; Thomas, Ian	Konferenzbeitrag
2018	Secure Low Latency Communication for Constrained Industrial IoT Scenarios Hiller, J.; Henze, M.; Serror, M.; Wagner, E.; Richter, J.N.; Wehrle, K.	Konferenzbeitrag
2018	Security Analysis for the Middleware Assurance Substrate Lippert, T.; Khondoker, R.	Aufsatz in Buch
2018	Semantic Enrichment of IoT Stream Data On-Demand Karim, Farah; Al Naameh, Ola; Lytra, Ioanna; Mader, Christian; Vidal, Maria-Esther; Auer, Soeren	Konferenzbeitrag Volltext
2018	Semantic interoperability and open IoT APIs for smart cities applications Kolyvakis, P.; Mader, C.; Kiritsis, D.	Konferenzbeitrag
2018	The sensor to decision chain in crisis management Moßgraber, Jürgen; Hilbring, Desiree; Schaaf, Hylke van der; Hertweck, Philipp; Kontopoulos, E.; Mitzias, P.; Karakostas, A.; Vrochidis, S.; Kompatsiaris, I.	Konferenzbeitrag Volltext
2018	Shipping Knowledge Graph Management Capabilities to Data Providers and Consumers Al-Safi, Omar; Mader, Christian; Lytra, Ioanna; Galkin, Mikhail; Endris, Kemele; Vidal, Maria-Esther; Auer, Soeren	Konferenzbeitrag Volltext
2018	Smart data and the industrial internet of things Beecks, C.; Rasheed, H.; Grass, A.; Devasya, S.; Jentsch, M.; Soto, J.A.C.; Tavakolizadeh, F.; Linnemann, A.; Eisenhauer, M.	Aufsatz in Buch Volltext
2018	Smart Energy Hub. Smart-Data-Plattform für das prognose- und marktbasierte Energiemanagement von Infrastrukturbetreibern und Energieverbünden auf Basis von Sensordaten Babel, Robin; Dukino, Claudia; Gauss, Armin; Häfele, Michael; Härle, Julia; Krause, Tobias; Pohl, Verena; Sawall, Helen; Scheuriker, Andreas; Schmidt, Felix; Siehler, Elias; Sivorotka, Filippos; Stetter, Daniel; Stolle, Peter; Zech, Daniel; Zindler, Oliver; Renner, Thomas (Hrsg.); Reuter, Albrecht (Hrsg.); Schlenzig, Christoph (Hrsg.); Wagner, Holm (Hrsg.); Wagner, Siedfried (Hrsg.)	Studie
2018	Speech Analytics in Research Based on Qualitative Interviews. Experiences from KA3 Leh, Almut; Köhler, Joachim; Gref, Michael; Himmelmann, Nikolaus P.	Zeitschriftenaufsatz Volltext
2018	Status quo der Digitalisierung: Umfrage zu Einflussfaktoren und Hemmnissen in der Praxis Bauer, Wilhelm; Klapper, Jessica; Strieg, Florian; Yesilyurt, Ozan	Zeitschriftenaufsatz
2018	Steering data quality with visual analytics: The complexity challenge Liu, S.; Andrienko, G.; Wu, Y.; Cao, N.; Jiang, L.; Shi, C.; Wang, Y.-S.; Hong, S.	Zeitschriftenaufsatz Volltext
2018	Straightforward Specification of Adaptation-Architecture-Significant Requirements of IoT-enabled Cyber-Physical Systems Antonino, P.O.; Morgenstern, A.; Kallweit, B.; Becker, M.; Kuhn, T.	Konferenzbeitrag
2018	A Survey of Internet of Things and Big Data integrated Solutions for Industrie 4.0 Al-Gumaei, Khaled; Schuba, Kornelia; Friesen, Andrej; Heymann, Sascha; Pieper, Carsten; Pethig, Florian; Schriegel, Sebastian	Konferenzbeitrag
2018	A survey of smart city assets for future military usage Pradhan, Manas	Konferenzbeitrag
2018	Time-aware sub-trajectory clustering in HERMES@PostgreSQL Tampakis, P.; Pelekis, N.; Theodoridis, Y.; Andrienko, N.; Andrienko, G.; Fuchs, G.	Konferenzbeitrag
2018	To be or not to be... social: Incorporating simple social features in mobile game customer lifetime value predictions Drachen, A.; Pastor, M.; Liu, A.; Fontaine, D.J.; Chang, Y.; Runge, J.; Sifa, R.; Klabjan, D.	Konferenzbeitrag Volltext
2018	Toward an architecture and data model to enable interoperability between federated mission networks and IoT-enabled smart city environments Pradhan, Manas; Suri, Niranjan; Fuchs, Christoph; Bloebaum, Trude Hafsøe; Marks, Michał	Zeitschriftenaufsatz
2018	Towards Automated Data Integration in Software Analytics Martínez-Fernández, Silverio; Jovanovic, Petar; Franch, Xavier; Jedlitschka, Andreas	Konferenzbeitrag
2018	Towards User-Centered Active Learning Algorithms Bernard, Jürgen; Zeppelzauer, Matthias; Lehmann, Markus; Müller, Martin; Sedlmair, Michael	Zeitschriftenaufsatz
2018	A Two-Stage Big Data Analytics Framework with Real World Applications Using Spark Machine Learning and Long Short-Term Memory Network Khan, M.A.; Karim, M.R.; Kim, Y.	Zeitschriftenaufsatz Volltext
2018	Using different data sources to determine the state of the turbine and its reliability: Presentation held at Wind Power Big Data and IoT Forum, June, 26th, 2018, Prague Lutz, M.-A.; Ikram, M.K.; Goyal, K.	Vortrag
2018	Vector based web visualization of geospatial big data: An approach to optimize geospatial big data for interactive web based applications Zouhar, Florian; Kuijper, Arjan (Supervisor); Senner, Ivo (Advisor)	Bachelor Thesis
2018	VIAL: a unified process for visual interactive labeling Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang	Zeitschriftenaufsatz
2018	Viewing Visual Analytics as Model Building Andrienko, N.; Lammarsch, T.; Andrienko, G.; Fuchs, G.; Keim, D.; Miksch, S.; Rind, A.	Zeitschriftenaufsatz
2018	visIT. Industrial IoT - Digital Twin 2018 Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung -IOSB-, Karlsruhe	Zeitschriftenheft Volltext
2018	Visual analytics of flight trajectories for uncovering decision making strategies Andrienko, G.; Andrienko, N.; Fuchs, G.; Scarlatti, D.; Cordero Garcia, J.M.; Vouros, G.A.; Herranz, R.; Marcos, R.	Konferenzbeitrag Volltext
2018	Visual analytics to support evidence-based decision making Ruppert, Tobias; Fellner, Dieter W. (Referent); Kohlhammer, Jörn (Referent); Miksch, Silvia (Referentin)	Dissertation Volltext
2018	Visual Business Analytics: Effektiver Zugang zu Daten und Informationen Kohlhammer, Jörn; Proff, Dirk U.; Wiener, Andreas	Buch
2018	Visual Guidance to Find the Right Spot in Parameter Space Brakowski, Alexander; Maier, Sebastian; Kuijper, Arjan	Konferenzbeitrag
2018	Visual trend analysis on digital semantic library data for innovation management Purey, Ranveer; Kuijper, Arjan (1. Gutachter); Burkhardt, Dirk (2. Gutachter)	Master Thesis
2018	Visual-Interactive Identification of Anomalous IP-Block Behavior Using Geo-IP Data Ulmer, Alex; Schufrin, Marija; Sessler, David; Kohlhammer, Jörn	Konferenzbeitrag
2018	Web-based Visual-Interactive Exploration of Network Data Brunner, Daniel; Kuijper, Arjan (1. Prüfer); Ulmer, Alex (2. Prüfer)	Bachelor Thesis
2018	Working life within a hybrid world - How digital transformation and agile structures affect human functions and increase quality of work and business performance Bauer, Wilhelm; Schlund, Sebastian; Vocke, Christian	Konferenzbeitrag
2017	3D Printers as Sociable Technologies: Taking Appropriation Infrastructures to the Internet of Things Ludwig, T.; Boden, A.; Pipek, V.	Zeitschriftenaufsatz
2017	Absicherung vernetzter IoT-Funktionen mit selbstlernenden Modellen: Paper präsentiert auf der Konferenz "Internet of Things - vom Sensor bis zur Cloud", 19. Oktober 2017, München Weiß, Gereon; Drabek, Christian	Vortrag Volltext
2017	Adaptable protocol selection for reliable smart city services Elmangoush, A.; Magedanz, T.	Zeitschriftenaufsatz
2017	Ambient Intelligence. 13th European Conference, AmI 2017: Malaga, Spain, April 26-28, 2017, Proceedings Braun, Andreas (Editor); Wichert, Reiner (Editor); Gomez, Antonio Maña (Editor)	Tagungsband
2017	Analysis of Big Data Potential: How to demonstrate the business value of Big Data? Trendowicz, Adam	Bericht Volltext
2017	Analysis of parser specification languages for the network intrusion detection in industrial systems Bhardwaj, Shubham; Khondoker, Rahamatullah; Waidner, Michael	Master Thesis
2017	Analyzing the potential of big data: A tutorial for business and IT experts Jedlitschka, Andreas	Konferenzbeitrag
2017	Anomaly detection in industrial networks using machine learning: A roadmap Meshram, A.; Haas, Christian	Konferenzbeitrag
2017	Application development for the Internet of Things: A context-aware mixed criticality systems development platform Kamienski, C.; Jentsch, M.; Eisenhauer, M.; Kiljander, J.; Ferrera, E.; Rosengren, P.; Thestrup, J.; Souto, E.; Andrade, W.S.; Sadok, D.	Zeitschriftenaufsatz
2017	Approach towards achieving an interoperable C4ISR infrastructure Pradhan, M.; Tiderko, A.; Ota, D.	Konferenzbeitrag
2017	Approaches and challenges in the visual-interactive comparison of human motion data Bernard, Jürgen; Vögele, Anna; Klein, Reinhard; Fellner, Dieter W.	Konferenzbeitrag
2017	Architecture of a web of things eHealth framework for the support of users with chronic diseases Velasco, Carlos; Mohamad, Yehya; Ackermann, Philip	Konferenzbeitrag Volltext
2017	Architekturübergreifende Detektion von Sicherheitslücken in Software Padilla, E.; Ernst, R.	Aufsatz in Buch
2017	Big data analytics in public safety and personal security. Challenges and potential Biliri, Evmorfia; Kokkinakos, Panagiotis; Michailitsi, Ariadni; Papaspyros, Dimitris; Tsapelas, John; Mouzakitis, Spiros; Koussouris, Sotirios; Lampathaki, Fenareti; Glickman, Yuri; Kirstein, Fabian	Konferenzbeitrag
2017	Big Data & Data Science: Seminar des Stuttgarter Softwaretechnik Forums 2017 ; Stuttgart, 30. November 2017 Kintz, Maximilien; Drawehn, Jens	Tagungsband
2017	Big Data in der Produktion. Tl.1: Grundlagen Ernis, Gunar; Poigné, Axel	Zeitschriftenaufsatz
2017	Cache attacks and countermeasures for NTRUEncrypt on MPSoCs: Post-quantum resistance for the IoT Sepulveda, J.; Zankl, A.; Mischke, O.	Konferenzbeitrag
2017	CapSoles: Who Is Walking on What Kind of Floor? Matthies, Denys J.C.; Roumen, Thijs; Kuijper, Arjan; Urban, Bodo	Konferenzbeitrag
2017	ChaCha20-Poly1305 authenticated encryption for high-speed embedded IoT applications Santis, F. de; Schauer, A.; Sigl, G.	Konferenzbeitrag
2017	Challenges and opportunities in renovating public sector information by enabling linked data and analytics Mouzakitis, Spiros; Papaspyros, Dimitris; Petychakis, Michael; Koussouris, Sotirios; Zafeiropoulos, Anastasios; Fotopoulou, Eleni; Farid, Lena; Orlandi, Fabrizio; Attard, Judie; Psarras, John	Zeitschriftenaufsatz
2017	Characterizing guidance in visual analytics Ceneda, Davide; Gschwandtner, Theresia; May, Thorsten; Miksch, Silvia; Schulz, Hans-Jörg; Streit, Marc; Tominski, Christian	Zeitschriftenaufsatz
2017	Cloud-basiert steuern - aber wie? Langmann, Reinhard; Stiller, Michael	Zeitschriftenaufsatz
2017	Cloud-basiert steuern - aber wie? Langmann, Reinhard; Stiller, Michael	Zeitschriftenaufsatz Volltext
2017	Combining cluster and outlier analysis with visual analytics Bernard, Jürgen; Dobermann, Eduard; Sedlmair, Michael; Fellner, Dieter W.	Konferenzbeitrag
2017	A configurable sensor platform for cloud-based IoT application scenarios Aragón, Gustavo; Reiners, René; Kemény, Zsolt	Konferenzbeitrag Volltext
2017	Data spaces. Combining goal-driven and data-driven approaches in community decision and negotiation support Jarke, Matthias	Konferenzbeitrag
2017	A data-driven approach for multivariate contextualized anomaly detection: Industry use case Stojanovic, N.; Dinic, M.; Stojanovic, Ljiljana	Konferenzbeitrag
2017	Design and prototyping of self-learning methods for semi-automated model creation as a reference behavior in distributed embedded system Salvi, Aniket; Potluri, Sasanka (Supervisor); Stiller, Michael (Supervisor)	Master Thesis
2017	Design of smart factory web services based on the industrial internet of things Jung, J.; Song, B.; Watson, Kym; Usländer, Thomas	Konferenzbeitrag Volltext
2017	Designstudie und Entwicklung von Konzepten zur visuellen Trendanalyse für mobile Umgebungen Schufrin, Marija; Kuijper, Arjan (Referent); Burkhardt, Dirk (Betreuer)	Master Thesis
2017	Development of an ecosystem model for the realization of Internet of Things (IoT) services in supply chain management Papert, Marcel; Pflaum, Alexander	Zeitschriftenaufsatz
2017	Distributed semantic analytics using the SANSA stack Lehmann, Jens; Sejdiu, Gezim; Bühmann, Lorenz; Westphal, Patrick; Stadler, Claus; Ermilov, Ivan; Bin, Simon; Chakraborty, Nilesh; Saleem, Muhammad; Ngonga Ngomo, Axel-Cyrille; Jabeen, Hajira	Konferenzbeitrag
2017	E2mC: Improving Emergency Management Service Practice through Social Media and Crowdsourcing Analysis in Near Real Time Havas, C.; Resch, B.; Francalanci, C.; Pernici, B.; Scalia, G.; Fernandez-Marquez, J.L.; Achte, T. Van; Zeug, G.; Mondardini, M.R.R.; Grandoni, D.; Kirsch, B.; Kalas, M.; Lorini, V.; Rüping, S.	Zeitschriftenaufsatz Volltext
2017	The eclipse open-source IoT test ecosystem: Presentation held at ETSI IoTWeek, Sophia Antipolis (France), October 25th, 2017 Réthy, György; Rennoch, Axel	Vortrag Volltext
2017	Efficient next generation emergency communications over multi-access edge computing Markakis, Evangelos K.; Politis, Ilias; Lykourgiotis, Asimakis; Rebahi, Yacine; Mastorakis, George; Mavromoustakis, Constandinos X.; Pallis, Evangelos	Zeitschriftenaufsatz
2017	Einfach mächtig - OGC SensorThings API: Sensordaten im Internet der Dinge Jacoby, Michael; Schaaf, Hylke van der	Zeitschriftenaufsatz
2017	Einflussfaktoren und Hemmnisse bei der Durchführung von Industrie 4.0-Projekten: Eine Auswertung empirisch erhobener Daten zum erfolgreichen Projektmanagement 4.0 Bauer, Wilhelm; Klapper, Jessica; Strieg, Florian; Yesilyurt, Ozan	Aufsatz in Buch
2017	Emotion detection by evaluating activities for smart home appliances Joshi, Dhanashree Jayant; Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)	Master Thesis
2017	Empowering convolutional networks for malware classification and analysis Kolosnjaji, B.; Eraisha, G.; Webster, G.; Zarras, A.; Eckert, C.	Konferenzbeitrag
2017	Enabling focused software quality assurance in agile software development processes for mobile applications using text and usage mining methods Bauer, Michael; Sergieieva, Kateryna; Holl, Konstantin; Elberzhager, Frank; Meixner, Gerrit	Bericht
2017	Enabling Smart Cities through IoT: The ALMANAC Way Bonino, D.; Delgado, M.T.; Pastrone, C.; Spirito, M.; Alapetite, A.; Gilbert, T.; Axling, M.; Ahlsen, M.; Rosengren, P.; Jahn, M.; Ahrens, R.; Werner-Kytölä, O.; Carvajal Soto, J.A.	Aufsatz in Buch
2017	Enabling wide area data analytics with collaborative distributed processing pipelines (CDPPs) Feldmann, Anja; Hauswirth, Manfred; Markl, Volker	Konferenzbeitrag
2017	Exploiting bus communication to improve cache attacks on systems-on-chips Sepulveda, J.; Gross, M.; Zankl, A.; Sigl, G.	Konferenzbeitrag
2017	Extending the knowledge base of foresight: The contribution of text mining Kayser, Victoria; Blind, Knut	Zeitschriftenaufsatz
2017	Fiber defect detection of inhomogeneous voluminous textiles Siegmund, Dirk; Samartzidis, Timotheos; Fu, Biying; Braun, Andreas; Kuijper, Arjan	Konferenzbeitrag
2017	A framework for network intrusion detection on open platform communications unified architecture Bortoli, Tomas; Larbig, Pedro; Weber, Frank; Khondoker, Rahamatullah; Waidner, Michael; Massacci, Fabio	Master Thesis Volltext
2017	Fraunhofer-Institut für Graphische Datenverarbeitung. Jahresbericht 2016 Fellner, Dieter W. (Hrsg.); Baier, Konrad (Red.); Ackeren, Janine van (Red.); Alexandrin, Max (Red.); Barth, Anna (Red.); Bockholt, Ulrich (Red.); Kopold, Franziska (Red.); Löwer, Chris (Red.); May, Thorsten (Red.); Peters, Wiebke (Red.); Wehner, Detlef (Red.); Gollnast, Anja; Bumke, Carina ; Fraunhofer-Institut für Graphische Datenverarbeitung -IGD-, Darmstadt	Jahresbericht Volltext
2017	The future of industrial communication: Automation networks in the era of the internet of things and industry 4.0 Wollschlaeger, Martin; Sauter, Thilo; Jasperneite, Jürgen	Zeitschriftenaufsatz
2017	Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS Andrienko, G.; Andrienko, N.; Chen, W.; Maciejewski, R.; Zhao, Y.	Editorial
2017	Herausforderungen für IT-Sicherheit in Smart Grids: Paper präsentiert auf dem Oberlausitzer Energie-Symposium 2017, 25.-26. Oktober 2017, Zittau Bartusiak, Adam; Nitschke, Oliver; Lässig, Jörg; Stricker, Robert	Vortrag Volltext
2017	How to break secure boot on FPGA SoCs through malicious hardware Jacob, N.; Heyszl, J.; Zankl, A.; Rolfes, C.; Sigl, G.	Konferenzbeitrag
2017	Initialisierung des Trackings mit Hilfe von Machine-Learning-Verfahren: (TP 3.1) Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich	Aufsatz in Buch
2017	Internet of things out of the box: Using TOSCA for automating the deployment of IoT environments Da Silva, Ana C. Franco; Breitenbücher, Uwe; Hirmer, Pascal; Képes, Kálmán; Kopp, Oliver; Leymann, Frank; Mitschang, Bernhard; Steinke, Ronald	Konferenzbeitrag
2017	Interoperable adaptivity and learning analytics for serious games in image interpretation Streicher, Alexander; Roller, Wolfgang	Konferenzbeitrag
2017	An Introduction to Data Analytics for Software Security Ben Othmane, L.; Brucker, A.D.; Dashevskyi, S.; Tsalovski, P.	Aufsatz in Buch
2017	IoT Border Gateway Remote Access and Security in Connecting Multiple IoT Autonomous Systems Alhareeqi, Mohammad; Jarke, Matthias; Prinz, Wolfgang	Master Thesis Volltext
2017	IoT European Large-Scale Pilots: Integration, Experimentation and Testing Guillén, S.G.; Sala, P.; Fico, G.; Arredondo, M.T.; Cano, A.; Posada, J.; Gutierrez, G.; Palau, C.; Votis, K.; Verdouw, C.N.; Wolfert, S.; Beers, G.; Sundmaeker, H.; Chatzikostas, G.; Ziegler, S.; Hemmens, C.; Holst, M.; Ståhlbröst, A.; Scudiero, L.; Reale, C.; Krco, S.; Drajic, D.; Eisenhauer, M.; Jahn, M.; Valino, J.; Gluhak, A.; Brynskov, M.; Vermesan, O.; Fischer, F.; Lenz, O.	Aufsatz in Buch Volltext
2017	IoT-testware - an eclipse project Schieferdecker, I.; Kretzschmann, Sascha; Rennoch, Axel; Wagner, Michael	Konferenzbeitrag Volltext
2017	Issues in complex event processing: Status and prospects in the Big Data era Flouris, I.; Giatrakos, N.; Deligiannakis, A.; Garofalakis, M.; Kamp, M.; Mock, M.	Zeitschriftenaufsatz
2017	IT-Plattformen für das Internet der Dinge (IoT): Basis intelligenter Produkte und Services Krause, Tobias; Strauß, Oliver; Scheffler, Gabriele; Kett, Holger; Lehmann, Kristian; Renner, Thomas	Studie
2017	KA3: Speech analytics for oral history and the language science Köhler, Joachim; Himmelmann, Nikolaus P.; Leh, Almut	Zeitschriftenaufsatz Volltext
2017	Know thy neighbor - a data-driven approach to neighborhood estimation in VANETs Roscher, Karsten; Nitsche, Thomas; Knorr, Rudi	Konferenzbeitrag Volltext
2017	Learning Analytics by Didactic Factors.: Chapter 3.2 Swertz, C.; Schmoelz, A.; Barberi, A.; Forstner, A.; Streicher, Alexander; Heberle, F.	Aufsatz in Buch Volltext
2017	LoRaWAN-basierte IoT-Infrastruktur Pieper, Carsten; Schriegel, Sebastian; Kobzan, Thomas; Madlehn, K.; Jasperneite, Jürgen	Konferenzbeitrag
2017	Low-latency X25519 hardware implementation: Breaking the 100 microseconds barrier Koppermann, P.; Santis, F. de; Heyszl, J.; Sigl, G.	Zeitschriftenaufsatz
2017	M2M device connectivity framework Abdurohman, Maman; Putrada, Aji Gautama; Prabowo, Sidik; Wijiutomo, Catur W.; Elmangoush, Asma	Zeitschriftenaufsatz
2017	Machine Learning für die Smarte Produktion Ernis, Gunar; Kamp, Michael	Zeitschriftenaufsatz
2017	Managing development using active data collection Kläs, Michael; Elberzhager, Frank	Konferenzbeitrag
2017	New approach for optimizing the usage of situation recognition algorithms within IoT domains Mammadova, Chinara; Ben Hmida, Helmi; Braun, Andreas; Kuijper, Arjan	Konferenzbeitrag
2017	Offline Mode for Corporate Mobile Client Security Architecture Galibus, T.; Vieira, T.P.D.; Freitas, E.P. de; Albuquerque, R.D.; Costa, J.P.C.L. da; Sousa, R.T. de; Krasnoproshin, V.; Zaleski, A.; Vissia, H.E.R.M.; Galdo, G. del	Zeitschriftenaufsatz
2017	Online Learning Verfahren für markerloses Tracking: (TP 3.2) Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich	Aufsatz in Buch
2017	Open ecosystem platforms for assistants and IoT-devices: A look into corporate practice Fähnrich, Nicolas; Kubach, Michael	Konferenzbeitrag
2017	PREMIuM: Big data platform for enabling self-healing manufacturing Stojanovic, Ljiljana; Stojanovic, N.	Konferenzbeitrag
2017	PROFIanalytics - die Brücke zwischen PROFINET und Cloud-basierter Prozessdatenanalyse Schriegel, Sebastian; Pethig, Florian; Windmann, Stefan; Jasperneite, Jürgen	Konferenzbeitrag Volltext
2017	Quality Engineering für das Internet der Dinge Schieferdecker, Ina; Rennoch, Axel; Wagner, Michael	Aufsatz in Buch
2017	Rolling DICE. Lightweight remote attestation for COTS IoT hardware Jäger, L.; Petri, R.; Fuchs, A.	Konferenzbeitrag
2017	Semantic information fusion to enhance situational awareness in surveillance scenarios Müller, Wilmuth; Kuwertz, Achim; Mühlenberg, Dirk; Sander, Jennifer	Konferenzbeitrag Volltext
2017	Semantic interoperability as key to IoT platform federation Jacoby, Michael; Antonic, A.; Kreiner, K.; Lapacz, R.; Pielorz, J.	Konferenzbeitrag
2017	A service orchestration architecture for Fog-enabled infrastructures Brito, Mathias Santos de; Hoque, Saiful; Magedanz, Thomas; Steinke, Ronald; Willner, Alexander; Nehls, Daniel; Keil, Oliver; Schreiner, Florian	Konferenzbeitrag
2017	Side-Channel Attacks in the Internet of Things: Threats and Challenges Zankl, A.; Seuschek, H.; Irazoqui, G.; Gulmezoglu, B.	Aufsatz in Buch
2017	"Smart Learning". Ein digitaler Lernbegleiter für die berufliche Bildung Krauß, Christopher; Merceron, Agathe; An, Truong-Sinh; Zwicklbauer, Miggi; Dinziol, Martin; Scharp, Michael	Konferenzbeitrag
2017	Software security: Cross-platform vulnerability detection Padilla, E.; Ernst, R.	Aufsatz in Buch
2017	Specification of Semantic Trajectories Supporting Data Transformations for Analytics: The datAcron Ontology Santipantakis, G.M.; Vouros, G.A.; Doulkeridis, C.; Vlachou, A.; Andrienko, G.; Andrienko, N.; Fuchs, G.; Garcia, J.M.C.; Martinez, M.G.	Konferenzbeitrag
2017	Steganography for Cyber-physical Systems Wendzel, S.; Mazurczyk, W.; Haas, G.	Zeitschriftenaufsatz
2017	Steps towards question answering with deep neural memory networks Ahmed, Sajawel; Zicari, Roberto V.; Kindermann, Jörg	Master Thesis Volltext
2017	Surface acoustic arrays to analyze human activities in smart environments Mettel, Matthias Ruben; Kuijper, Arjan (1. Gutachten); Braun, Andreas (2. Gutachten)	Master Thesis
2017	Survey of domain specific languages to build packet parsers for industrial protocols Bhardwaj, Shubham; Khondoker, Rahamatullah; Larbig, Pedro; Bayarou, Kpatcha	Konferenzbeitrag
2017	The Tale of Sansa Spark: Paper presented at ISWC 2017, 16th International Semantic Web Conference, October 21-25, Vienna, Austria Ermilov, Ivan; Lehmann, Jens; Petzka, Henning	Vortrag Volltext
2017	The tale of sansa spark Ermilov, Ivan; Lehmann, Jens; Sejdiu, Gezim; Bühmann, Lorenz; Westphal, Patrick; Stadler, Claus; Bin, Simon; Chakraborty, Nilesh; Petzka, Henning; Saleem, Muhammad; Ngonga Ngomo, Axel-Cyrille; Jabeen, Hajira	Konferenzbeitrag Volltext
2017	A task-based view on the visual analysis of eye-tracking data Kurzhals, K.; Burch, M.; Blascheck, T.; Andrienko, G.; Andrienko, N.; Weiskopf, D.	Konferenzbeitrag
2017	Taxi of the future: Big data analysis as a framework for future urban fleets in smart cities Schatzinger, Susanne; Lim, Chyi Yng Rose	Konferenzbeitrag
2017	Teaching advanced web technologies with a mobile learning companion application Krauss, Christopher; Merceron, Agathe; An, Truong-Sinh; Zwicklbauer, Miggi; Steglich, Stephan; Arbanowski, Stefan	Konferenzbeitrag Volltext
2017	Test automation for the IoT: Presentation held at the IoT-Kongress, 14.09.2017, Aschheim-Dornach Rennoch, Axel; Kretzschmann, Sascha; Wagner, Michael	Vortrag Volltext
2017	Towards 5G Network Slicing over Multiple-Domains Afolabi, I.; Ksentini, A.; Bagaa, M.; Taleb, T.; Corici, M.; Nakao, A.	Zeitschriftenaufsatz Volltext
2017	Towards a surgical phase detection using Markov Logic Networks Philipp, P.; Bleier, J.; Fischer, Yvonne; Beyerer, Jürgen	Konferenzbeitrag Volltext
2017	Towards container orchestration in fog computing infrastructures Hoque, Saiful; Brito, Mathias Santos de; Magedanz, Thomas; Willner, Alexander; Keil, Oliver	Konferenzbeitrag
2017	Towards enhancing the visual analysis of interdomain routing Ulmer, Alex; Kohlhammer, Jörn; Shulman, Haya	Konferenzbeitrag
2017	Towards post-quantum security for IoT endpoints with NTRU Guillen, O.M.; Pöppelmann, T.; Bermudo Mera, J.M.; Bongenaar, E.F.; Sigl, G.; Sepulveda, J.	Konferenzbeitrag
2017	Training nuclei detection algorithms with simple annotations Kost, H.; Homeyer, A.; Molin, J.; Lundström, C.; Hahn, H.K.	Zeitschriftenaufsatz Volltext
2017	A unified process for visual-interactive labeling Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang	Konferenzbeitrag
2017	Vicus - a persona for towns: Towards innovation management through co-creation and predictive situation analytics Groen, Eduard C.; Koch, Matthias; Maier, Andreas	Konferenzbeitrag Volltext
2017	Visual analytics for radiomics: Combining medical imaging with patient data for clinical research Bannach, Andreas; Bernard, Jürgen; Jung, Florian; Kohlhammer, Jörn; May, Thorsten; Scheckenbach, Kathrin; Wesarg, Stefan	Konferenzbeitrag
2017	Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions Andrienko, G.; Andrienko, N.; Chen, W.; Maciejewski, R.; Zhao, Y.	Zeitschriftenaufsatz
2017	Visual interactive creation and validation of text clustering workflows to explore document collections Ruppert, Tobias; Staab, Michael; Bannach, Andreas; Lücke-Tieke, Hendrik; Bernard, Jürgen; Kuijper, Arjan; Kohlhammer, Jörn	Konferenzbeitrag
2017	Visual-interactive semi-supervised labeling of human motion capture data Bernard, Jürgen; Dobermann, Eduard; Vögele, Anna; Krüger, Björn; Kohlhammer, Jörn; Fellner, Dieter W.	Konferenzbeitrag
2017	Visual-interactive similarity search for complex objects by example of soccer player analysis Bernard, Jürgen; Ritter, Christian; Sessler, David; Zeppelzauer, Matthias; Kohlhammer, Jörn; Fellner, Dieter W.	Konferenzbeitrag
2017	Visualisierung von zeitlichen, thematischen Änderungen in einem Dokumentenkorpus Reynolds, Steven Lamarr; Kuijper, Arjan (1. Gutachten); May, Thorsten (2. Gutachten)	Bachelor Thesis
2017	Why should only your home be smart?: A vision for the office of tomorrow Horch, Andrea; Kubach, Michael; Roßnagel, Heiko; Laufs, Uwe	Konferenzbeitrag
2017	XMPP-based infrastructure for IoT network management and rapid services and applications development Ferrera, E.; Conzon, D.; Brizzi, P.; Rossini, R.; Pastrone, C.; Jentsch, M.; Kool, P.; Kamienski, C.; Sadok, D.	Zeitschriftenaufsatz
2017	Zukunftsmarkt Künstliche Intelligenz. Potenziale und Anwendungen Hecker, Dirk; Döbel, Inga; Petersen, Ulrike; Rauschert, André; Schmitz, Velina; Voss, Angelika	Studie Volltext
2017	Zukunftsstudie 2027 #ichinzehnjahren: Wie aktuelle Technologien und Entwicklungen unsere Lebenswelten verändern Pohl, Verena; Kasper, Harriet; Kochanowski, Monika; Renner, Thomas	Studie Volltext
2016	4-μW-WakeUp-Receiver als mögliche Schlüsseltechnologie für vernetzte intelligente Objekte Milosiu, Heinrich; Babik, T.; Oehler, F.; Eppel, Markus	Konferenzbeitrag
2016	6th International FOKUS FUSECO Forum (FFF) Digital Convergence and Seamless Connectivity for Everyone and Everything: Bringing 5G, SDN/NFV and M2M/IoT together: Editorial Magedanz, T.	Editorial
2016	Abgesicherte und nachweisliche Qualität für IoT-Lösungen Schieferdecker, Ina	Zeitschriftenaufsatz Volltext
2016	Adaptive semantics visualization Nazemi, Kawa	Dissertation
2016	Application design for an eye tracking analysis based on visual analytics Raschke, Michael; Schmitz, Bernhard; Wörner, Michael; Ertl, Thomas; Diederichs, Frederik	Konferenzbeitrag
2016	Application-derived communication protocol selection in M2M platforms for smart cities Elmangoush, Asma; Möller, Sebastian (Thesis advisor); Magedanz, Thomas (Supervisor); Ventura, Neco (Supervisor); Küpper, Axel (Supervisor)	Dissertation Volltext
2016	Approach towards application of commercial off-the-shelf internet of things devices in the military domain Pradhan, M.; Gökgöz, F.; Bau, N.; Ota, D.	Konferenzbeitrag
2016	Assuring data quality by placing the user in the loop El Bekri, Nadia; Peinsipp-Byma, Elisabeth	Konferenzbeitrag Volltext
2016	Automatic classification of cornea tissues for autofocus algorithm Bartschat, Andreas; Kuijper, Arjan (Gutachter)	Master Thesis
2016	Big data analytics for earth sciences: The EarthServer approach Baumann, Peter; Mazzetti, Paolo; Ungar, Joachim; Barbera, Roberto; Barboni, Damiano; Beccati, Alan; Bigagli, Lorenzo; Boldrini, Enrico; Bruno, Riccardo; Calanducci, Antonio; Campalani, Piero; Clements, Oliver; Dumitru, Alex; Grant, Mike; Herzig, Pasquale; Kakaletris, George; Laxton, John; Koltsida, Panagiota; Lipskoch, Kinga; Mahdiraji, Alireza Rezaei; Mantovani, Simone; Merticariu, Vlad; Messina, Antonio; Misev, Dimitar; Natali, Stefano; Nativi, Stefano; Oosthoek, Jelmer; Pappalardo, Marco; Passmore, James; Rossi, Angelo Pio; Rundo, Francesco; Sen, Marcus; Sorbera, Vittorio; Sullivan, Don; Torrisi, Mario; Trovato, Leonardo; Veratelli, Maria Grazia; Wagner, Sebastian	Zeitschriftenaufsatz
2016	Big-data-driven anomaly detection in industry (4.0): An approach and a case study Stojanovic, Ljiljana; Dinic, M.; Stojanovic, N.; Stojadinovic, A.	Konferenzbeitrag
2016	CEML: Mixing and moving complex event processing and machine learning to the edge of the network for IoT applications José Ángel, Carvajal Soto; Jentsch, Marc; Preuveneers, Davy; Ilie-Zudor, Elisabeth	Konferenzbeitrag
2016	Challenges and ideas for IoT testing Rennoch, Axel; Wagner, Michael	Zeitschriftenaufsatz
2016	Challenges in designing and distributing a not for profit first aid app worldwide Klafft, Michael; Said, Maurice; Anson, Susan; Watson, Hayley; Hughes, Amanda; Lukau, Eridy	Konferenzbeitrag
2016	Complex event processing over streaming multi-cloud platforms - The FERARI approach. Demo Flouris, I.; Manikaki, V.; Giatrakos, N.; Deligiannakis, A.; Garofalakis, M.; Mock, M.; Bothe, S.; Skarbovsky, I.; Fournier, F.; Štajcer, M.; Križan, T.; Yom-Tov, J.; Volarević, M.	Konferenzbeitrag
2016	The concept of industry 4.0: Presentation held at Industrie Paris, l'usine du futur, 27. Janvier 2016, Paris Heidrich, Mike	Vortrag Volltext
2016	Connecting the internet of things rapidly through a model driven approach Pramudianto, F.; Eisenhauer, M.; Kamienski, C.A.; Sadok, D.; Souto, E.J.	Konferenzbeitrag
2016	A data usage control system using dynamic taint tracking Schütte, J.; Brost, G.S.	Konferenzbeitrag
2016	Datenschutz und Datenanalyse: Herausforderungen und Lösungsansätze Steinebach, Martin; Krempel, Erik; Jung, Christian; Hoffmann, Mario	Zeitschriftenaufsatz
2016	Digital health and digital biomarkers - enabling value chains on health data Meister, Sven; Deiters, Wolfgang; Becker, Stefan	Zeitschriftenaufsatz Volltext
2016	Distributed Vocabulary Development with Version Control Systems Halilaj, Lavdim; Lohmann, Steffen; Mader, Christian; Auer, Sören	Konferenzbeitrag Volltext
2016	Dynamic service switching for the medical IoT Kindt, P.; Yunge, D.; Tobola, A.; Fischer, G.; Chakraborty, S.	Konferenzbeitrag
2016	An efficient steganographic approach for protecting communication in the Internet of Things (IoT) critical infrastructures Kumar Bairagi, A.; Khondoker, R.; Islam, R.	Zeitschriftenaufsatz
2016	Entwicklung und Evaluierung eines Systems zur bildbasierten Detektion von Fehlern in Stoffen Zeltser, Anton; Kuijper, Arjan (1. Gutachten); Kähm, Olga (2. Gutachten)	Master Thesis
2016	Exploiting Big Data's Benefits Heidrich, Jens; Trendowicz, Adam; Ebert, Christof	Zeitschriftenaufsatz
2016	Exploring machine learning object classification for interactive proximity surfaces Braun, Andreas; Alekseew, Michael; Kuijper, Arjan	Konferenzbeitrag
2016	Extracting conceptual interoperability constraints from API documentation using machine learning Abukwaik, Hadil; Abujayyab, Mohammed; Humayoun, Shah Rukh; Rombach, H. Dieter	Konferenzbeitrag
2016	Fehlende Standards bremsen das Internet der Dinge noch Heidrich, Mike	Zeitschriftenaufsatz
2016	Fehlende Standards bremsen das Internet der Dinge noch Heidrich, Mike	Zeitschriftenaufsatz
2016	FERARI: A prototype for complex event processing over streaming multi-cloud platforms Flouris, I.; Manikaki, V.; Giatrakos, N.; Deligiannakis, A.; Garofalakis, M.; Mock, M.; Bothe, S.; Skarbovsky, I.; Fournier, F.; Štajcer, M.; Križan, T.; Yom-Tov, J.; Curin, T.	Konferenzbeitrag
2016	Fieldbus for the Internet of Things - an evolutionary approach Loske, Moritz; Oeder, Andreas; Klatt, Matthias	Konferenzbeitrag
2016	Food Traceability Chain Supported by the Ebbits IoT Middleware Furdik, K.; Pramudianto, F.; Ahlsén, M.; Rosengren, P.; Kool, P.; Zhenyu, S.; Brizzi, P.; Paralic, M.; Schneider, A.	Konferenzbeitrag
2016	The Fraunhofer IAIS Audio Mining System: Current State and Future Directions Stadtschnitzer, Michael; Schmidt, Christoph Andreas; Köhler, Joachim	Konferenzbeitrag
2016	Fraunhofer-Institut für Graphische Datenverarbeitung. Jahresbericht 2015 Fellner, Dieter W. (Hrsg.); Baier, Konrad (Red.); Ackeren, Janine van (Red.); Bornemann, Heidrun (Red.); Wehner, Detlef (Red.); Bumke, Carina; Boysens, Oliver; Egner, Juliane ; Fraunhofer-Institut für Graphische Datenverarbeitung -IGD-, Darmstadt	Jahresbericht Volltext
2016	From sensor to situational awareness: An extensible software approach for the integrated management and visualization of environmental monitoring data Ruth, Thomas; Audersch, Stefan; Kluge, Sven; Lukas, Uwe von	Konferenzbeitrag
2016	Future Internet technologies for environmental applications Granell, C.; Havlik, D.; Schade, S.; Sabeur, Z.; Delaney, C.; Pielaorz, J.; Usländer, Thomas; Mazzetti, P.; Schleidt, K.; Kobernus, M.; Havlik, F.; Bodsberg, N.; Berre, A.; Mon, J.	Zeitschriftenaufsatz
2016	GeoVisual analytics: Interactivity, dynamics, and scale Andrienko, G.; Andrienko, N.; Dykes, J.; Kraak, M.J.; Robinson, A.; Schumann, H.	Zeitschriftenaufsatz Volltext
2016	The Graph of Things: A step towards the Live Knowledge Graph of connected things Le-Phuoc, D.; Nguyen Mau Quoc, H.; Ngo Quoc, H.; Tran Nhat, T.; Hauswirth, M.	Zeitschriftenaufsatz
2016	High availability of big-geo-data as a platform as a service Förster, Tim; Thum, Simon; Kuijper, Arjan	Konferenzbeitrag
2016	Industrial Internet of Things: Referenzarchitektur für die Kommunikation. White paper Heidrich, Mike; Luo, Jesse Jijun	Bericht Volltext
2016	Industrielle IoT Adapter und Industrie 4.0 Schleipen, Miriam; Hensel, P.; Sauer, Olaf	Zeitschriftenaufsatz Volltext
2016	Information Systems Success Awareness for Professional Long Tail Communities of Practice: Erfolgsbewusstsein in Informationssystemen für professionelle long tail communities of practice Renzel, D.	Dissertation Volltext
2016	Information visualization and policy modeling Nazemi, Kawa; Steiger, Martin; Burkhardt, Dirk; Kohlhammer, Jörn	Aufsatz in Buch
2016	Informationsvisualisierung und Visual Analytics Kohlhammer, Jörn	Aufsatz in Buch
2016	Informationsvisualisierung und Visual Analytics Kohlhammer, Jörn	Aufsatz in Buch
2016	Integrating and inspecting combined behavioral profiling and social network models in Destiny Rattinger, A.; Wallner, G.; Drachen, A.; Pirker, J.; Sifa, R.	Konferenzbeitrag
2016	IoT inter-security domain trust transfer and service dispatch solution Corici, Andreea Ancuta; Emmelmann, Marc; Luo, Jingjing; Shresta, Ranjan; Corici, Marius; Magedanz, Thomas	Konferenzbeitrag
2016	IoT Software Infrastructure for Energy Management and Simulation in Smart Cities Brundu, F.G.; Patti, E.; Osello, A.; Giudice, M. del; Rapetti, N.; Krylovskiy, A.; Jahn, M.; Verda, V.; Guelpa, E.; Rietto, L.; Acquaviva A.	Zeitschriftenaufsatz
2016	IoT, Industrie 4.0 und Big Data: Herausforderungen für die Informatik und die GI Liggesmeyer, Peter	Konferenzbeitrag Volltext
2016	IoT-Bus for micro-grid control and local energy management based on the IEEE Std. 802.15.4 Loske, Moritz; Oeder, Andreas; Klatt, Matthias	Zeitschriftenaufsatz
2016	The IQmulus Urban Showcase: Automatic Tree Classification and Identification in Huge Mobile Mapping Point Clouds Böhm, J.; Bredif, Mathieu; Gierlinger, Thomas; Krämer, Michel; Lindenbergh, R.; Liu, K.; Michel, Frank; Sirmacek, B.	Konferenzbeitrag Volltext
2016	Kommunikationstechnologien der Mobilität 2025+ Rehme, Marco; Festag, Andreas; Krause, Jan	Konferenzbeitrag
2016	Kurzstudie PLM 2020 Schüle, Stephan; Kerler, Nadine; Schlessmann, Daniel; Schröder, Patrick; Frigan, Denis; Hoyer, Christian	Studie Volltext
2016	Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics Andrienko, N.; Andrienko, G.; Rinzivillo, S.	Zeitschriftenaufsatz
2016	Linked data services for internet of things Pullmann, Jaroslav; Mohamad, Yehya	Konferenzbeitrag Volltext
2016	Logboat - a simulation framework enabling CAN security assessments Plaga, S.; Tatschner, S.; Newe, T.	Konferenzbeitrag
2016	Der Markt für Visual Business Analytics Kohlhammer, Jörn; Proff, Dirk U.; Wiener, Andreas	Aufsatz in Buch
2016	Marktübersicht In-Memory-Systeme: Grundlagen, Produktgruppen und aktuelle Software im Überblick; Produktstudie Jacobs, Björn; Sylla, Karl-Heinz; Wohlfrom, Andreas; Kötter, Falko; Hecker, Dirk (Hrsg.); Renner, Thomas (Hrsg.)	Studie
2016	Message from the VIS Paper Chairs and Guest Editors Ahrens, J.; Andrienko, G.; Chen, M.; Lee, B.; Ma, K.-L.; Roerdink, J.; Tory, M.; Qu, H.	Zeitschriftenaufsatz
2016	Methods and a research agenda for the evaluation of event sequence visualization techniques Ruddle, Roy A.; Bernard, Jürgen; May, Thorsten; Lücke-Tieke, Hendrik; Kohlhammer, Jörn	Konferenzbeitrag Volltext
2016	Mit dem Internet der Dinge vom Gebäude- zum Quartiersenergiemanagement Bretschneider, Peter; Bernard, Thomas; Herzog, Reinhard; Tippmann, V.; Warweg, Oliver; Naumann, Steffi	Konferenzbeitrag Volltext
2016	Mit dem Internet der Dinge vom Gebäude- zum Stadtteil-Energiemanagement Bretschneider, Peter; Bernard, Thomas; Herzog, Reinhard; Tippmann, Volker; Warweg, Oliver; Naumann, Steffi	Konferenzbeitrag Volltext
2016	Mobiles Lernen in der beruflichen Bildung mit dem digitalen Lernbegleiter: Vortrag gehalten auf der Learntec 2016, 26.01.2016, Karlsruhe, Germany Zwicklbauer, Miggi; Krauss, Christopher; An, Truong-Sinh; Merceron, Agathe; Kania, Jost-Peter; Scharp, Michael	Vortrag Volltext
2016	Mobility graphs: Visual analysis of mass mobility dynamics via spatio-temporal graphs and clustering Landesberger, T. von; Brodkorb, F.; Roskosch, P.; Andrienko, N.; Andrienko, G.; Kerren, A.	Zeitschriftenaufsatz
2016	New Approach for Optimizing Usage of Situation Recognition Algorithms within IoT Domains Mammadova, Chinara; Kuijper, Arjan (Prüfer); Ben Hmida, Helmi (Betreuer)	Master Thesis
2016	On the Use of Provalets in a Predictive Maintenance Use Case Paschke, A.	Konferenzbeitrag Volltext
2016	A plant engineering "digital rosetta stone": Towards data-centric multidimensional CAD web portal Parfouru, S.; Mouton, C.; Limper, M.; Behr, J.	Konferenzbeitrag
2016	Predicting retention in sandbox games with tensor factorization-based representation learning Sifa, Rafet; Srikanth, Sridev; Drachen, Anders; Ojeda, César; Bauckhage, Christian	Konferenzbeitrag
2016	Preface. Message from the paper chairs Andrienko, G.; Liu, S.; Stasko, J.	Konferenzbeitrag
2016	A proof-of-concept for semantically interoperable federation of IoT experimentation facilities Lanza, Jorge; Sanchez, Luis; Gomez, David; Elsaleh, Tarek; Steinke, Ronald; Cirillo, Flavio	Zeitschriftenaufsatz Volltext
2016	Provalets: Component-based mobile agents as microservices for rule-based data access, processing and analytics Paschke, A.	Zeitschriftenaufsatz
2016	Public IOT - das Internet der Dinge im öffentlichen Raum Flügge, Matthias (Hrsg.); Fromm, Jens (Hrsg.); Weber, Mike (Red.); Eckert, Klaus-Peter (Red.); Konzack, Roman (Red.) ; Fraunhofer-Institut für Offene Kommunikationssysteme -FOKUS-, Berlin	Bericht Volltext
2016	Quality Evaluation for Big Data: A Scalable Assessment Approach and First Evaluation Results Kläs, Michael; Putz, Wolfgang; Lutz, Tobias	Bericht
2016	Quality evaluation for big data: A scalable assessment approach and first evaluation results Kläs, Michael; Putz, Wolfgang; Lutz, Tobias	Konferenzbeitrag
2016	Referenzarchitektur für die Kommunikation im IIoT: Vortrag gehalten auf dem Internet of Things (IoT) Kongress, 14.-15. September 2016, München Heidrich, Mike	Vortrag Volltext
2016	RESTful industrial communication with OPC UA Grüner, S.; Pfrommer, J.; Palm, F.	Zeitschriftenaufsatz
2016	Risks of Industrie 4.0 - an information technology perspective: Abstract Usländer, Thomas; Thomalla, Christoph	Konferenzbeitrag Volltext
2016	Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces Andrienko, N.; Andrienko, G.; Fuchs, G.; Jankowski, P.	Zeitschriftenaufsatz
2016	Scaling up IoT: Impact of semantic open platforms Ben Hmida, Helmi; Braun, Andreas	Konferenzbeitrag
2016	Security Research Conference. 11th Future Security: Berlin, September 13-14, 2016. Proceedings Ambacher, Oliver (Editor); Wagner, Joachim (Editor); Quay, Rüdiger (Editor) ; Fraunhofer-Institut für Angewandte Festkörperphysik -IAF-, Freiburg/Brsg.	Tagungsband Volltext
2016	Semantic interoperability for the web of things: Published on ResearchGate Bassbouss, Louay; Bauer, Martin; Ben Alaya, Mahdi; Bhowmik, Rajdeep; Chakraborty, Rabindra; Dadas, Mohammed; Davies, John; Diab, Wael; Drira, Khalil; Eastham, Bryant; El Kaed, Charbel; Elloumi, Omar; Girod-Genet, Marc; Hernandez, Nathalie; Hoffmeister, Michael; Jiménez, Jaime; Kanti Datta, Soumya; Khan, Imran; Kim, Dongjoo; Kraft, Andreas; Logvinov, Oleg; Longstreth, Terry; Martigne, Patricia; Mladin, Catalina; Monteil, Thierry; Murdock, Paul; Nappey, Philippé; Raggett, Dave; Roes, Jasper; Serrano, Martin; Seydoux, Nicolas; Simmon, Eric; Subramaniam, Ravi; Swetina, Joerg; Underwood, Mark; Wang, Chonggang; Whitehead, Cliff; Zhang, Yongjing	Internetbeitrag Volltext
2016	Semantic interoperability in IoT-based automation infrastructures: How reference architectures address semantic interoperability Herzog, Reinhard; Jacoby, Michael; Podnar Zarko, I.	Zeitschriftenaufsatz
2016	Semantic-based management of federated infrastructures for future internet experimentation Willner, Alexander; Magedanz, Thomas (Betreuender Professor); Fdida, Serge (Gutachter); Demeester, Piet (Gutachter)	Dissertation Volltext
2016	The smart learning approach - a mobile learning companion application Krauss, Christopher; Merceron, Agathe; An, Truong-Sinh; Zwicklbauer, Miggi; Arbanowski, Stefan	Konferenzbeitrag Volltext
2016	Social Media Analytics: Wie die Ausrichtung an den Unternehmenszielen gelingt Kleindienst, D.	Zeitschriftenaufsatz
2016	Standard-based IoT platforms interworking: Implementation, experiences, and lessons learned Kim, Jaeho; Yun, Jaseok; Choi, Sung-Chan; Seed, Dale N.; Lu, Guang; Bauer, Martin; Al-Hezmi, Adel; Campowsky, Konrad; Song, JaSeung	Zeitschriftenaufsatz
2016	Stereo-image normalization of voluminous objects improves textile defect recognition Siegmund, Dirk; Kuijper, Arjan; Braun, Andreas	Konferenzbeitrag
2016	Stylized facts for mobile game analytics Drachen, A.; Ross, N.; Runge, J.; Sifa, R.	Konferenzbeitrag
2016	A systematic evaluation approach for data stream-based applications Geisler, Sandra; Jarke, Matthias (Gutachter); Nicklas, Daniela (Gutachter)	Dissertation Volltext
2016	Towards a federation of smart city services Carvajal Soto, José Ángel; Werner-Kytölä, Otilia; Jahn, Marco; Pullmann, Jaroslav; Bonino, Dario; Pastrone, Claudio; Spirito, Maurizio	Konferenzbeitrag Volltext
2016	Towards combining attribute-based and time series-based visual querying Sessler, David; Spott, Martin; Nauck, Detlef; Harmer, William; Kohlhammer, Jörn; Bernard, Jürgen	Konferenzbeitrag
2016	Towards federated, semantics-based supply chain analytics Petersen, N.; Lange, C.; Auer, S.; Frommhold, M.; Tramp, S.	Konferenzbeitrag
2016	Towards privacy-preserving Mobile Location Analytics Gassen, M.; Fhom, H.S.	Konferenzbeitrag Volltext
2016	Towards programmable and scalable IoT infrastructures for smart cities Corici, Ancuta; Steinke, Ronald; Magedanz, Thomas; Coeetze, Louis; Oosthuizen, Dawid; Mkhiza, Buhle; Catalan, Marisa; Fontenelles, Jacint Castells; Paradells, Josep; Shresta, Ranjan; Nehls, Daniel; Riemer, Bjoern	Konferenzbeitrag
2016	Towards programmable fog nodes in smart factories Brito, Mathias Santos de; Steinke, Ronald; Willner, Alexander; Hoque, Saiful	Konferenzbeitrag
2016	Towards risk aware NoCs for data protection in MPSoCs Sepulveda, J.; Florez, D.; Fernandes, R.; Marcon, C.; Gogniat, G.; Sigl, G.	Konferenzbeitrag
2016	Towards seamless analysis of software interoperability: Automatic identification of conceptual constraints in API documentation Abukwaik, Hadil; Abujayyab, Mohammed; Rombach, H. Dieter	Konferenzbeitrag
2016	Ultra-low power acoustic front-ends for natural language user interfaces Fischer, Johannes; Bhardwaj, Kanav; Breiling, Marco; Leyh, Martin; Bäckström, Tom	Konferenzbeitrag
2016	Uncovering periodic network signals of cyber attacks Huynh, Ngoc Anh; Ng, Wee Keong; Ulmer, Alex; Kohlhammer, Jörn	Konferenzbeitrag
2016	Version specific recognition of libraries in binaries for identifying vulnerabilities caused by these using the example of ARM-32 Wittmann, Andreas; Waidner, Michael	Master Thesis
2016	Visual Analytics for Concept Exploration in Subspaces of Patient Groups: Making Sense of Complex Datasets with the Doctor-in-the-Loop Hund, Michael; Böhm, Dominic; Sturm, Werner; Sedlmair, Michael; Schreck, Tobias; Ullrich, Torsten; Keim, Daniel A.; Majnaric, Ljiljana; Holzinger, Andreas	Zeitschriftenaufsatz Volltext
2016	Visual-interactive exploration of relations between time-oriented data and multivariate data Bernard, Jürgen; Sessler, David; Steiger, Martin; Spott, Martin; Kohlhammer, Jörn	Konferenzbeitrag
2016	Visual-interactive segmentation of multivariate time series Bernard, Jürgen; Dobermann, Eduard; Bögl, Markus; Röhlig, Martin; Vögele, Anna; Kohlhammer, Jörn	Konferenzbeitrag
2016	Visuell-Interaktive Exploration von Text Clustering Ergebnissen Staab, Michael Markus; Kuijper, Arjan (Gutachter); Ruppert, Tobias (Betreuer)	Master Thesis
2016	VoCol: An integrated environment to support version-controlled vocabulary development Halilaj, L.; Petersen, N.; Grangel-Gonzalez, I.; Lange, C.; Auer, S.; Coskun, G.; Lohmann, S.	Konferenzbeitrag
2016	What’s in a Smart Thing?: Development of a Multi-layer Taxonomy Püschel, L.; Schlott, H.; Röglinger, M.	Konferenzbeitrag
2016	X25519 hardware implementation for low-latency applications Koppermann, P.; Santis, F. de; Heyszl, J.; Sigl, G.	Konferenzbeitrag

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