Big Data management and analytics

Analyse von umfangreichen Datensätzen am Tablet.
© Sergey Nivens/AdobeStock

The digitalization of economy and society represents a fundamental change, which increasingly not only affects the information technology sector, but also leads to a disruptive change in other, classical industries. We have more and more data at our disposal – not only about our customers and business processes, but also about machines, devices and infrastructures (“Internet of Things”) due to the increasing spread of intelligent sensor technology. The large amount of this available data (“big data”) not only makes it possible to do what has been done better and more efficiently, but also makes it possible to think about completely new digital business models within or across companies, which will lead to the cards being reshuffled in certain markets faster than ever before.

It is therefore crucial for companies to address digitization and the importance of data early and in depth. Big data is not only a technical issue of the right choice of architectures for data centers and storage systems, but above all a strategic issue in the use of data for new value creation (“data-driven companies”).

The Fraunhofer ICT Group therefore supports companies at the strategic level in identifying data with unused potential, whether for new business models or for efficiency gains. On the other hand, it supports companies, if desired, in the realization of the resulting concrete projects, be it the analysis of data, the selection of analysis systems and algorithms or the configuration of corresponding high-performance and scalable infrastructures.

For this purpose, 30 Fraunhofer Institutes combine their cross-sector expertise in the Fraunhofer Alliance Big Data and Artificial Intelligence. This enables us to put together teams in which Big Data experts work together with industry experts to develop suitable solutions for companies. In addition, the Big Data Alliance provides a comprehensive range of training courses, from compact seminars for executives to in-house training courses and comprehensive data science training as part of the Fraunhofer Academy.

Core competencies

  • Technical conception of Big Data architectures
  • Big Data analytics
  • Visual analytics
  • Systems and algorithms for data analysis
  • Potential analysis
  • Training in data science

Fields of application

  • Production and Industry 4.0
  • Logistics and mobility
  • Life sciences and healthcare
  • Energy and environment
  • Safety and security
  • Business and finance

Scientific publications

YearTitle/AuthorDocument Type
2020Intelligent edge processing
Stojanovic, Ljiljana
Conference Paper
2019ALICE - 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
2019Anomaly Detection and probable path prediction for Single and Multiperson-Application in Smart Homes
Lian, Runze; Kuijper, Arjan (Gutacher); Fu, Biying
Master Thesis
2019Anwendung von (Luft-)Schallanalyse als ein Verfahren der berührungslosen Qualitätssicherung für die vorausschauende Wartung
Helbig, Mareike; Clauss, Tobias; Kepplinger, Sara; Lukashevich, Hanna
Conference Paper
2019Application potentials of artificial intelligence for the design of innovation processes
Vocke, Christian; Constantinescu, Carmen; Popescu, Daniela
Journal Article
2019Arbeit 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"
Report
2019Big Data Analytics
Weber, Mike
Book Article
2019Business Information Systems Workshops 2018: BIS 2018 International Workshops, Berlin, Germany, July 18-20, 2018, Revised Papers
Abramowicz, Witold (Hrsg.); Paschke, Adrian (Hrsg.)
Conference Proceedings
2019Business Models for Open Digital Ecosystems of Trustable Assistants
Mihale-Wilson, Cristina; Kubach, Michael
Conference Paper
2019Comparative Study of Machine Learning Methods for In-Vehicle Intrusion Detection
Berger, Ivo; Rieke, Roland; Kolomeets, Maxim; Chechulin, Andrey; Kotenko, Igor
Conference Paper
2019Continuously 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
Journal Article
2019Data Science: Technologies for Better Software
Ebert, Christof; Heidrich, Jens; Martinez-Fernandez, Silverio; Trendowicz, Adam
Journal Article
2019Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems
Balzereit, Kaja; Maier, Alexander; Barig, Björn; Hutschenreuther, Tino; Niggemann, Oliver
Conference Paper
2019Digital twin for real-time data processing in logistics
Haße, Hendrik; Li, Bin; Weißenberg, Norbert; Cirullies, Jan; Otto, Boris
Conference Paper
2019Einsatzfelder 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
Study
2019Enabling dynamic IoT security domains: Cellular core network and device management meet authentication framework
Corici, Andreea Ancuta; Shashi, Yatindra; Corici, Marius; Shrestha, Ranjan; Guzman, David
Conference Paper
2019Enhancing aquaponics management with IoT-based Predictive Analytics for efficient information utilization
Karimanzira, D.; Rauschenbach, T.
Journal Article
2019The ENTOURAGE Privacy and Security Reference Architecture for Internet of Things Ecosystems
Zibuschka, Jan; Horsch, Moritz; Kubach, Michael
Conference Paper
2019Forschungsbeiträge für eine smarte Führungsunterstützung im 21. Jahrhundert: Neuronale Netze und Machine Learning für Advanced Data Analytics
Geppert, Hanna; Gerz, Michael; Kurth, Frank
Journal Article
2019Frequency Analysis and Online Learning in Malware Detection
Huynh, Ngoc Anh; Ng, Wee Keong (Supervisor); Kohlhammer, Jörn (Co-supervisor)
Dissertation
2019From IoT requirement specifications to virtual test execution: Presentation held at Touching Innovations 2019, 14./15. February 2019, Berlin
Rennoch, Axel; Kaiser, Alexander; Hackel, Sascha
Presentation
2019Fundamentals for IoT Testing: Presentation held at Congreso Internacional Cibersociedad 2019, 14 y el 18 de octubre de 2019, Varadero
Hackel, Sascha; Rennoch, Axel
Presentation
2019Funkende Dinge
Tiemann, Jens; Manzke, Fabian
Book
2019Generalization of algebraic multiscale to algebraic multigrid
Ehrmann, Silvia; Gries, Sebastian; Schweitzer, Marc Alexander
Journal Article
2019How to Structure a Company-wide Adoption of Big Data Analytics
Bürger, Olga
Conference Paper
2019The 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
Journal Article
2019Implementation of Distributed Light weight trust infrastructure for automatic validation of faults in an IOT sensor network
Johnson Jeyakumar, Isaac Henderson; Wagner, Sven; Roßnagel, Heiko
Conference Paper
2019Inter-technology relationship networks: Arranging technologies through text mining
Hofmann, P.; Keller, R.; Urbach, N.
Journal Article
2019Internet of Things Quality Assurance: Presentation held at TestCon 2019, 04. April 2019, Moscow
Rennoch, Axel; Hackel, Sascha; Kaiser, Alexander
Presentation
2019An 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
Journal Article
2019IoT-System-Management für Assets urbaner Verkehrsinfrastrukturen
Braunisch, Nico; Lehmann, Robert (Betreuer); Klöppel, Michael (Betreuer); Strobl, Severin (Betreuer)
Thesis
2019The 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
Conference Paper
2019IoTAG: An Open Standard for IoT Device IdentificAtion and RecoGnition
Fischer, Sebastian; Neubauer, Katrin; Hinterberger, Lukas; Weber, Bernhard; Hackenberg, Rudolf
Conference Paper
2019Lightweight Coordination of Multiple Independent Visual Analytics Tools
Schulz, Hans-Jörg; Röhlig, Martin; Nonnemann, Lars; Aehnelt, Mario; Diener, Holger; Urban, Bodo; Schumann, Heidrun
Conference Paper
2019Localization 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
2019Machine Learning Approaches along the Radiology Value Chain - Rethinking Value Propositions
Hofmann, Peter; Oesterle, Severin; Rust, Paul; Urbach, Nils
Conference Paper
2019Maintenance 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
Conference Paper
2019Management of Sensor Data with Open Standards
Hertweck, Philipp; Hellmund, Tobias; Schaaf, Hylke van der; Moßgraber, Jürgen; Blume, Jan-Wilhelm
Conference Paper
2019Modelling Availability Risks of IT Threats in Smart Factory Networks - A Modular Petri Net Approach
Berger, Stephan; Bogenreuther, Maximilan; Häckel, Björn; Niesel, Oliver
Conference Paper
2019On the Complexity of Cloud and IoT Integration: Architectures, Challenges and Solution Approaches
Kutzias, Damian; Falkner, Jürgen; Kett, Holger
Conference Paper
2019An online machine learning framework for early detection of product failures in an Industry 4.0 context
Carvajal Soto, J.A.; Tavakolizadeh, F.; Gyulai, D.
Journal Article
2019Orchestration of IoT Device and Business Workflow Engine on Cloud
Kikuchi, Shinji; Thomas, Ian; Jallouli, Ons; Dörr, Jörg; Morgenstern, Andreas; Baccelli, Emmanuel; Schleiser, Kaspar
Conference Paper
2019An Overview of User Feedback Classification Approaches
Santos, Rubens; Groen, Eduard C.; Villela, Karina
Conference Paper
2019Der Puck macht "pling"!
Kepplinger, Sara; Krüger, Tobias
Journal Article
2019Rapid drop-test for lectin binding with glycopolymer-coated optical ring resonators
Schulte-Osseili, C.; Kleinert, M.; Keil, N.; Rosencrantz, R.R.
Journal Article
2019Reprogramming Low-end IoT Devices from the Cloud
Baccelli, Emmanuel; Dörr, Jörg; Jallouli, Ons; Kikuchi, Shinji; Morgenstern, Andreas; Padilla, Francisco Acosta; Schleiser, Kaspar; Thomas, Ian
Conference Paper
2019Risk Analysis of the Cloud Infrastructure of Smart Grid and Internet of Things
Neubauer, Katrin; Fischer, Sebastian; Hackenberg, Rudolf
Conference Paper
2019A 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.
Journal Article
2019Securing future decentralised industrial IoT infrastructures: Challenges and free open source solutions
Plaga, S.; Wiedermann, N.; Anton, S.D.; Tatschner, S.; Schotten, H.; Newe, T.
Journal Article
2019Semantics-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
Journal Article
2019Smart Recommendation for Anomaly Detection in IoT
Ramesh, Supradha; Ben Hmida, Helmi (1. Gutachten); Kuijper, Arjan (2. Gutachten)
Master Thesis
2019A Study on Trust in Black Box Models and Post-hoc Explanations
El Bekri, Nadia; Kling, J.; Huber, M.
Conference Paper
2019Szenario-Report: KI-basierte Arbeitswelten 2030
Burmeister, Klaus; Fink, Alexander; Mayer, Christina; Schiel, Andreas; Schulz-Montag, Beate
Report
2019A Theoretical Model to Link Uniqueness and Min-Entropy for PUF Evaluations
Gu, C.; Liu, W.; Hanley, N.; Hesselbarth, R.; O'Neill, M.
Journal Article
2019Uncertainty 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
Conference Paper
2019Understanding User Behaviour through Action Sequences: From the Usual to the Unusual
Nguyen, P.; Turkay, C.; Andrienko, G.; Andrienko, N.; Thonnard, O.; Zouaoui, J.
Journal Article
2019V2V- and V2X-Communication Data within a Distributed Computing Platform for Adaptive Radio channel Modelling
Pinzel, Florian; Holfeld, Jörg; Olunczek, Andrej; Balzer, Paul; Michler, Oliver
Conference Paper
2019Visual Analysis of Place Connectedness by Public Transport
Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik
Journal Article
2019Visual-Interactive Preprocessing of Multivariate Time Series Data
Bernard, Jürgen; Hutter, Marco; Reinemuth, Heiko; Pfeifer, Hendrik; Bors, Christian; Kohlhammer, Jörn
Journal Article
2019Work in Progress: Security Analysis for Safety-critical Systems: Smart Grid and IoT
Neubauer, Katrin; Hackenberg, Rudolf; Fischer, Sebastian
Conference Paper
2018A 4-Step Tool-Chain for IoT Business Model and Sustainability Recommendations
Schmitt, C.; Steiner, Y.; Herzog, Reinhard; Terrenghi, N.; Stiller, B.
Conference Paper
2018Aesthetic discrimination of graph layouts
Klammler, M.; Mchedlidze, T.; Pak, Alexey
Conference Paper
2018Akustische Qualitätskontrolle mit künstlicher Intelligenz
Liebetrau, Judith; Grollmisch, Sascha; Clauß, Tobias
Journal Article
2018Analysis and Design of Broadband Simultaneous Wireless Information and Power Transfer (SWIPT) System Considering Rectifier Effect
Shirichian, M.; Chamaani, S.; Akbarpour, A.; Galdo, G. Del
Journal Article
2018Analytics 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.
Journal Article
2018Anforderungstaxanomie 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
Conference Paper
2018Application 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
Conference Paper
2018Automatic analysis of sewer pipes based on unrolled monocular fisheye images
Künzel, Johannes; Werner, Thomas; Eisert, Peter; Waschnewski, Jan; Möller, Ronja; Hilpert, Ralf
Conference Paper
2018Automatic Mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms
Moren, Konrad; Göhringer, Diana
Conference Paper
2018Big Data in der Automobilindustrie: Die Erhebung von Fahrzeugfunktionsdaten als Rechtsproblem
Karikari, B.A.
Dissertation
2018Branched learning paths for the recommendation of personalized sequences of course items
Krauss, Christopher; Salzmann, Andreas; Merceron, Agathe
Conference Paper
2018Broadband beamforming via frequency invariance transformation and PARAFAC decomposition
Miranda, R.K.; Da Costa, J.P.C.L.; Del Galdo, G.; Römer, F.
Conference Paper
2018Business information systems. 21st international conference, BIS 2018. Proceedings: Berlin, Germany, July 18-20, 2018
Abramowicz, Witold (Hrsg.); Paschke, Adrian (Hrsg.)
Conference Proceedings
2018Business Value of the Internet of Things - A Project Portfolio Selection Approach
Fähnle, Annika; Püschel, Louis; Röglinger, Maximilian; Stohr, Alexander
Conference Paper
2018A cloud-based architecture for an interoperable, resilient, and scalable C2 information system
Bau, Nico; Endres, Sven; Gerz, Michael; Gökgöz, Fahrettin
Conference Paper
2018Cloud-based industrial control services: The next generation PLC
Langmann, Reinhard; Stiller, Michael
Conference Paper
2018Cloud-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
Conference Paper
2018Cloud-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
Presentation
2018A Collection of Software Engineering Challenges for Big Data System Development
Hummel, Oliver; Eichelberger, Holger; Giloj, Andreas; Werle, Dominik; Schmid, Klaus
Conference Paper
2018Comparing visual-interactive labeling with active learning: An experimental study
Bernard, Jürgen; Hutter, Marco; Zeppelzauer, Matthias; Fellner, Dieter W.; Sedlmair, Michael
Journal Article
2018Conceptualizing business-to-thing interactions - a sociomaterial perspective on the internet of things
Oberländer, Anna Maria; Röglinger, Maximilian; Rosemann, Michael; Kees, Alexandra
Journal Article
2018Context design and tracking for IoT-based energy management in smart cities
Kamienski, C.; Borelli, F.; Biondi, G.; Pinheiro, I.; Zyrianoff, I.; Jentsch, M.
Journal Article
2018Cyber defence: Visualizing and analyzing netflow log-files
Winkelholz, Carsten
Report
2018Data Analytics in Politik und Verwaltung
Thapa, Basanta E.P.; Parycek, Peter
Book Article
2018A data model for data gathering from heterogeneous IoT and Industry 4.0 applications
Strljic, Matthias M.; Tasci, Timur; Schmidt, Alexander; Korb, Tobias; Riedel, Oliver
Conference Paper
2018Data4Water - 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
Presentation
2018DESERT: A Continuous SPARQL Query Engine for On-Demand Query Answering
Karim, F.; Lytra, I.; Mader, C.; Auer, S.; Vidal, M.-E.
Journal Article
2018Designing self-aware textiles
Gutjahr, Christian; Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)
Master Thesis
2018Digital real-time feedback of quality-related information to inspection and installation areas of vehicle assembly
Gewohn, M.; Usländer, Thomas; Beyerer, Jürgen; Sutschet, Gerhard
Journal Article
2018Distributed online learning for large-scale pattern prediction over real-time event streams
Qadah, Ehab; Mock, Michael; Wrobel, Stefan
Master Thesis
2018Emerging and unconventional: New attacks and innovative detection techniques. Editorial
Caviglione, Luca; Mazurczyk, Wojciech; Wendzel, Steffen; Zander, Sebastian
Journal Article
2018Enabling IoT Platform Interoperability Using a Systematic Development Approach by Example
Schneider, M.; Hippchen, B.; Abeck, S.; Jacoby, Michael; Herzog, Reinhard
Conference Paper
2018Entwicklung eines Ökosystemmodells für das Internet der Dinge: Eine ökosystembezogene Architektur zur Implementierung von Internet-der-Dinge-Lösungen
Papert, Marcel
Dissertation
2018Experimentation 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
Journal Article
2018Exploiting 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.
Conference Paper
2018Extending 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.
Journal Article
2018Feature model for the specification of industrial indoor location-based services
Falkowski, T.; Jürgenhake, C.; Anacker, H.; Dumitrescu, R.
Journal Article
2018Harmonizing 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.
Conference Paper
2018The impact of digital technologies on the value creation of companies in the manufacturing industry
Kress, Peter
Book
2018Industrie 4.0 virtual automation bus
Kuhn, Thomas; Antonino, Pablo Oliveira; Damm, Markus; Morgenstern, Andreas; Schulz, Dirk; Ziesche, Constantin; Müller, Thorsten
Conference Paper
2018Integrating coalition shared data in a system architecture for high level information management
Essendorfer, Barbara; Hoffmann, Almuth; Sander, Jennifer; Kuwertz, Achim
Conference Paper
2018Das Internet der Dinge digitalisiert den Mittelstand
Rennoch, Axel; Schieferdecker, Ina; Wagner, Michael
Journal Article
2018Internet of Things Canvas for Ideation in Model-Based Product Generation Planning
Albers, A.A.; Bernijazov, R.; Kaiser, L.; Dumitrescu, R.
Conference Paper
2018An intuitive and personal projection interface for enhanced self-management
Scheller, Doreen; Bauer, Benjamin; Krajewski, Andrea; Coenen, Claudius; Siegmund, Dirk; Braun, Andreas
Conference Paper
2018The IoT and Digital Transformation: Toward the Data-Driven Enterprise
Pflaum, A.A.; Gölzer, P.
Journal Article
2018IT-Sicherheit für TCP/IP- und IoT-Netzwerke: Grundlagen, Konzepte, Protokolle, Härtung
Wendzel, Steffen
Book
2018KI im Einsatz-Advanced Analytics & Machine Learning für sicherheitskritische Anwendungen
Martini, Peter
Book Article
2018Können typische Lernverhalten, wie sie in MOOCs gefunden wurden, auch in anderen Kursen auftauchen?
An, Truong-Sinh; Merceron, Agathe; Krauß, Christopher
Conference Paper
2018Life-long privacy in the IoT? Measuring privacy attitudes throughout the life-cycle of IoT devices
Railean, A.; Reinhardt, D.
Conference Paper
2018A lightweight industrial data space sensor connector: Concept, implementation and first experiences
Holtkamp, Bernhard; Cirullies, Jan; Dahlmanns, Tim; Steinbuß, Sebastian
Report
2018LUCON: Data Flow Control for Message-Based IoT Systems
Schütte, J.; Brost, G.S.
Conference Paper
2018Luftschallbasierte Rissdetektion von Metallteilen
Liebetrau, Judith; Grollmisch, Sascha; Nowak, Johannes
Conference Paper
2018Machine learning methods for remote sensing applications: An overview
Schulz, Karsten; Hänsch, Ronny; Sörgel, Uwe
Conference Paper
2018Matrix 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
Conference Paper
2018Maturing maturity models: A methodological extension using the analytical hierarchy process and Google PageRank
Linhart, A.; Klaus, C.; Röglinger, M.
Journal Article
2018A microservice architecture for the processing of large geospatial data in the cloud
Krämer, Michel; Fellner, Dieter W. (Referent); Boehm, Jan (Referent)
Dissertation
2018Mit maschinellem Lernen zur intelligenten Produktion: Vortrag gehalten auf dem Technologietag, 9. Oktober 2018, Erfurt
Grollmisch, Sascha
Presentation
2018An MTConnect ontology for semantic industrial machine sensor analytics
Alvanou, Glykeria; Lytra, Ioanna; Petersen, Niklas
Conference Paper
2018Multi-agent learning framework for environment redundancy identification for mobile sensors in an IoT context
Martinez, D.A.; Mojica-Nava, E.; Watson Kym; Usländer, Thomas
Conference Paper
2018Network formation for industrial IoT: Evaluation, limits and recommendations
Fanucchi, Dario; Staehle, Barbara; Knorr, Rudi
Conference Paper
2018Objekterkennung und -verortung in Luftbildaufnahmen für Such- und Rettungseinsätze mittels neuronaler Faltungsnetzwerke
Leinweber, Artur; Surmann, Hartmut; Worst, Rainer
Bachelor Thesis
2018Office Analytics. Erfolgsfaktoren für die Gestaltung einer typbasierten Arbeitswelt
Jurecic, Mitja; Rief, Stefan; Stolze, Dennis; Bauer, Wilhelm (Hrsg.)
Study
2018Optimisation Method for the Clear Sky PV Forecast Using Power Records from Arbitrarily Oriented Panels
Thomas, Jorge A.
Conference Paper
2018Optimisation of manufacturing process parameters using deep neural networks as surrogate models
Pfrommer, J.; Zimmerling, C.; Liu, J.; Kärger, L.; Henning, F.; Beyerer, J.
Journal Article
2018Personalized Visual-Interactive Music Classification
Ritter, Christian; Altenhofen, Christian; Zeppelzauer, Matthias; Kuijper, Arjan; Schreck, Tobias; Bernard, Jürgen
Conference Paper
2018Planning [Pl]
Cirullies, Jan; Pikus, Yevgen; Schnakenburg, Igor; Plumbaum, Till
Book Article
2018Poster abstract: Big Data beats engineering in residential energy performance assessment - a case study
Fridgen, Gilbert; Guggenmos, Florian; Regal, Christian; Schmidt, Marco
Journal Article
2018Predicting observer's task from eye movement patterns during motion image analysis
Hild, Jutta; Voit, Michael; Kühnle, Christian; Beyerer, Jürgen
Conference Paper
2018Predictive 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
Conference Paper
2018Preface of SeWeBMeDA 2018: Semantic web solutions for large-scale biomedical data analytics
Hasnain, A.; Beyan, O.; Decker, S.; Rebholz-Schuhmann, D.
Conference Paper
2018Proactive support for conceptual interoperability analysis of software units
Abukwaik, Hadil; Rombach, Dieter; Reussner, R.; Deßloch, S.
Dissertation
2018Quality 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
Presentation
2018A quality information management model for smart rework control within vehicle assembly processes
Gewohn, M.; Beyerer, Jürgen; Usländer, Thomas; Sutschet, Gerhard
Conference Paper
2018A Quality Model for Actionable Analytics in Rapid Software Development
Martínez-Fernández, Silverio; Jedlitschka, Andreas; Guzmán, Liliana; Vollmer, Anna Maria
Conference Paper
2018Scripting 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
Conference Paper
2018Semantic Enrichment of IoT Stream Data On-Demand
Karim, Farah; Al Naameh, Ola; Lytra, Ioanna; Mader, Christian; Vidal, Maria-Esther; Auer, Soeren
Conference Paper
2018Semantic interoperability and open IoT APIs for smart cities applications
Kolyvakis, P.; Mader, C.; Kiritsis, D.
Conference Paper
2018The 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.
Conference Paper
2018Shipping 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
Conference Paper
2018Smart 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.)
Study
2018Speech Analytics in Research Based on Qualitative Interviews. Experiences from KA3
Leh, Almut; Köhler, Joachim; Gref, Michael; Himmelmann, Nikolaus P.
Journal Article
2018Status quo der Digitalisierung: Umfrage zu Einflussfaktoren und Hemmnissen in der Praxis
Bauer, Wilhelm; Klapper, Jessica; Strieg, Florian; Yesilyurt, Ozan
Journal Article
2018Straightforward Specification of Adaptation-Architecture-Significant Requirements of IoT-enabled Cyber-Physical Systems
Antonino, P.O.; Morgenstern, A.; Kallweit, B.; Becker, M.; Kuhn, T.
Conference Paper
2018A 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
Conference Paper
2018A survey of smart city assets for future military usage
Pradhan, Manas
Conference Paper
2018To 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.
Conference Paper
2018Toward 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
Journal Article
2018Towards Automated Data Integration in Software Analytics
Martínez-Fernández, Silverio; Jovanovic, Petar; Franch, Xavier; Jedlitschka, Andreas
Conference Paper
2018Towards User-Centered Active Learning Algorithms
Bernard, Jürgen; Zeppelzauer, Matthias; Lehmann, Markus; Müller, Martin; Sedlmair, Michael
Journal Article
2018Using 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.
Presentation
2018Vector 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
2018VIAL: a unified process for visual interactive labeling
Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang
Journal Article
2018Viewing Visual Analytics as Model Building
Andrienko, N.; Lammarsch, T.; Andrienko, G.; Fuchs, G.; Keim, D.; Miksch, S.; Rind, A.
Journal Article
2018visIT. Industrial IoT - Digital Twin 2018
Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung -IOSB-, Karlsruhe
Journal Issue
2018Visual analytics to support evidence-based decision making
Ruppert, Tobias; Fellner, Dieter W. (Referent); Kohlhammer, Jörn (Referent); Miksch, Silvia (Referentin)
Dissertation
2018Visual Business Analytics: Effektiver Zugang zu Daten und Informationen
Kohlhammer, Jörn; Proff, Dirk U.; Wiener, Andreas
Book
2018Visual Guidance to Find the Right Spot in Parameter Space
Brakowski, Alexander; Maier, Sebastian; Kuijper, Arjan
Conference Paper
2018Visual trend analysis on digital semantic library data for innovation management
Purey, Ranveer; Kuijper, Arjan (1. Gutachter); Burkhardt, Dirk (2. Gutachter)
Master Thesis
2018Visual-Interactive Identification of Anomalous IP-Block Behavior Using Geo-IP Data
Ulmer, Alex; Schufrin, Marija; Sessler, David; Kohlhammer, Jörn
Conference Paper
2018Web-based Visual-Interactive Exploration of Network Data
Brunner, Daniel; Kuijper, Arjan (1. Prüfer); Ulmer, Alex (2. Prüfer)
Bachelor Thesis
2018Working 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
Conference Paper
20173D Printers as Sociable Technologies: Taking Appropriation Infrastructures to the Internet of Things
Ludwig, T.; Boden, A.; Pipek, V.
Journal Article
2017Absicherung 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
Presentation
2017Ambient Intelligence. 13th European Conference, AmI 2017: Malaga, Spain, April 26-28, 2017, Proceedings
Braun, Andreas (Ed.); Wichert, Reiner (Ed.); Gomez, Antonio Maña (Ed.)
Conference Proceedings
2017Analysis of Big Data Potential: How to demonstrate the business value of Big Data?
Trendowicz, Adam
Report
2017Analysis of parser specification languages for the network intrusion detection in industrial systems
Bhardwaj, Shubham; Khondoker, Rahamatullah; Waidner, Michael
Master Thesis
2017Analyzing the potential of big data: A tutorial for business and IT experts
Jedlitschka, Andreas
Conference Paper
2017Anomaly detection in industrial networks using machine learning: A roadmap
Meshram, A.; Haas, Christian
Conference Paper
2017Application 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.
Journal Article
2017Approach towards achieving an interoperable C4ISR infrastructure
Pradhan, M.; Tiderko, A.; Ota, D.
Conference Paper
2017Approaches and challenges in the visual-interactive comparison of human motion data
Bernard, Jürgen; Vögele, Anna; Klein, Reinhard; Fellner, Dieter W.
Conference Paper
2017Architecture of a web of things eHealth framework for the support of users with chronic diseases
Velasco, Carlos; Mohamad, Yehya; Ackermann, Philip
Conference Paper
2017Architekturübergreifende Detektion von Sicherheitslücken in Software
Padilla, E.; Ernst, R.
Book Article
2017Big 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
Conference Paper
2017Big Data & Data Science: Seminar des Stuttgarter Softwaretechnik Forums 2017 ; Stuttgart, 30. November 2017
Kintz, Maximilien; Drawehn, Jens
Conference Proceedings
2017Big Data in der Produktion. Tl.1: Grundlagen
Ernis, Gunar; Poigné, Axel
Journal Article
2017Cache attacks and countermeasures for NTRUEncrypt on MPSoCs: Post-quantum resistance for the IoT
Sepulveda, J.; Zankl, A.; Mischke, O.
Conference Paper
2017CapSoles: Who Is Walking on What Kind of Floor?
Matthies, Denys J.C.; Roumen, Thijs; Kuijper, Arjan; Urban, Bodo
Conference Paper
2017ChaCha20-Poly1305 authenticated encryption for high-speed embedded IoT applications
Santis, F. de; Schauer, A.; Sigl, G.
Conference Paper
2017Challenges 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
Journal Article
2017Characterizing guidance in visual analytics
Ceneda, Davide; Gschwandtner, Theresia; May, Thorsten; Miksch, Silvia; Schulz, Hans-Jörg; Streit, Marc; Tominski, Christian
Journal Article
2017Cloud-basiert steuern - aber wie?
Langmann, Reinhard; Stiller, Michael
Journal Article
2017Cloud-basiert steuern - aber wie?
Langmann, Reinhard; Stiller, Michael
Journal Article
2017Combining cluster and outlier analysis with visual analytics
Bernard, Jürgen; Dobermann, Eduard; Sedlmair, Michael; Fellner, Dieter W.
Conference Paper
2017A configurable sensor platform for cloud-based IoT application scenarios
Aragón, Gustavo; Reiners, René; Kemény, Zsolt
Conference Paper
2017Data spaces. Combining goal-driven and data-driven approaches in community decision and negotiation support
Jarke, Matthias
Conference Paper
2017A data-driven approach for multivariate contextualized anomaly detection: Industry use case
Stojanovic, N.; Dinic, M.; Stojanovic, Ljiljana
Conference Paper
2017Design 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
2017Design of smart factory web services based on the industrial internet of things
Jung, J.; Song, B.; Watson, Kym; Usländer, Thomas
Conference Paper
2017Designstudie und Entwicklung von Konzepten zur visuellen Trendanalyse für mobile Umgebungen
Schufrin, Marija; Kuijper, Arjan (Referent); Burkhardt, Dirk (Betreuer)
Master Thesis
2017Development of an ecosystem model for the realization of Internet of Things (IoT) services in supply chain management
Papert, Marcel; Pflaum, Alexander
Journal Article
2017Distributed 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
Conference Paper
2017E2mC: 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.
Journal Article
2017The eclipse open-source IoT test ecosystem: Presentation held at ETSI IoTWeek, Sophia Antipolis (France), October 25th, 2017
Réthy, György; Rennoch, Axel
Presentation
2017Efficient 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
Journal Article
2017Einfach mächtig - OGC SensorThings API: Sensordaten im Internet der Dinge
Jacoby, Michael; Schaaf, Hylke van der
Journal Article
2017Einflussfaktoren 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
Book Article
2017Emotion detection by evaluating activities for smart home appliances
Joshi, Dhanashree Jayant; Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)
Master Thesis
2017Empowering convolutional networks for malware classification and analysis
Kolosnjaji, B.; Eraisha, G.; Webster, G.; Zarras, A.; Eckert, C.
Conference Paper
2017Enabling 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
Report
2017Enabling 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.
Book Article
2017Enabling wide area data analytics with collaborative distributed processing pipelines (CDPPs)
Feldmann, Anja; Hauswirth, Manfred; Markl, Volker
Conference Paper
2017Exploiting bus communication to improve cache attacks on systems-on-chips
Sepulveda, J.; Gross, M.; Zankl, A.; Sigl, G.
Conference Paper
2017Extending the knowledge base of foresight: The contribution of text mining
Kayser, Victoria; Blind, Knut
Journal Article
2017Fiber defect detection of inhomogeneous voluminous textiles
Siegmund, Dirk; Samartzidis, Timotheos; Fu, Biying; Braun, Andreas; Kuijper, Arjan
Conference Paper
2017A 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
2017Fraunhofer-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
Annual Report
2017The future of industrial communication: Automation networks in the era of the internet of things and industry 4.0
Wollschlaeger, Martin; Sauter, Thilo; Jasperneite, Jürgen
Journal Article
2017Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS
Andrienko, G.; Andrienko, N.; Chen, W.; Maciejewski, R.; Zhao, Y.
Journal Article
2017Herausforderungen 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
Presentation
2017How to break secure boot on FPGA SoCs through malicious hardware
Jacob, N.; Heyszl, J.; Zankl, A.; Rolfes, C.; Sigl, G.
Conference Paper
2017Initialisierung des Trackings mit Hilfe von Machine-Learning-Verfahren: (TP 3.1)
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich
Book Article
2017Internet 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
Conference Paper
2017Interoperable adaptivity and learning analytics for serious games in image interpretation
Streicher, Alexander; Roller, Wolfgang
Conference Paper
2017An Introduction to Data Analytics for Software Security
Ben Othmane, L.; Brucker, A.D.; Dashevskyi, S.; Tsalovski, P.
Book Article
2017IoT Border Gateway Remote Access and Security in Connecting Multiple IoT Autonomous Systems
Alhareeqi, Mohammad; Jarke, Matthias; Prinz, Wolfgang
Master Thesis
2017IoT 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.
Book Article
2017IoT-testware - an eclipse project
Schieferdecker, I.; Kretzschmann, Sascha; Rennoch, Axel; Wagner, Michael
Conference Paper
2017Issues in complex event processing: Status and prospects in the Big Data era
Flouris, I.; Giatrakos, N.; Deligiannakis, A.; Garofalakis, M.; Kamp, M.; Mock, M.
Journal Article
2017IT-Plattformen für das Internet der Dinge (IoT): Basis intelligenter Produkte und Services
Krause, Tobias; Strauß, Oliver; Scheffler, Gabriele; Kett, Holger; Lehmann, Kristian; Renner, Thomas
Study
2017KA3: Speech analytics for oral history and the language science
Köhler, Joachim; Himmelmann, Nikolaus P.; Leh, Almut
Journal Article
2017Know thy neighbor - a data-driven approach to neighborhood estimation in VANETs
Roscher, Karsten; Nitsche, Thomas; Knorr, Rudi
Conference Paper
2017Learning Analytics by Didactic Factors.: Chapter 3.2
Swertz, C.; Schmoelz, A.; Barberi, A.; Forstner, A.; Streicher, Alexander; Heberle, F.
Book Article
2017LoRaWAN-basierte IoT-Infrastruktur
Pieper, Carsten; Kobzan, Thomas; Schriegel, Sebastian; Jasperneite, Jürgen
Conference Paper
2017Low-latency X25519 hardware implementation: Breaking the 100 microseconds barrier
Koppermann, P.; Santis, F. de; Heyszl, J.; Sigl, G.
Journal Article
2017M2M device connectivity framework
Abdurohman, Maman; Putrada, Aji Gautama; Prabowo, Sidik; Wijiutomo, Catur W.; Elmangoush, Asma
Journal Article
2017Machine Learning für die Smarte Produktion
Ernis, Gunar; Kamp, Michael
Journal Article
2017Managing development using active data collection
Kläs, Michael; Elberzhager, Frank
Conference Paper
2017New approach for optimizing the usage of situation recognition algorithms within IoT domains
Mammadova, Chinara; Ben Hmida, Helmi; Braun, Andreas; Kuijper, Arjan
Conference Paper
2017Offline 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
Journal Article
2017Online Learning Verfahren für markerloses Tracking: (TP 3.2)
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich
Book Article
2017Open ecosystem platforms for assistants and IoT-devices: A look into corporate practice
Fähnrich, Nicolas; Kubach, Michael
Conference Paper
2017PREMIuM: Big data platform for enabling self-healing manufacturing
Stojanovic, Ljiljana; Stojanovic, N.
Conference Paper
2017PROFIanalytics - die Brücke zwischen PROFINET und Cloud-basierter Prozessdatenanalyse
Schriegel, Sebastian; Pethig, Florian; Windmann, Stefan; Jasperneite, Jürgen
Conference Paper
2017Quality Engineering für das Internet der Dinge
Schieferdecker, Ina; Rennoch, Axel; Wagner, Michael
Book Article
2017Rolling DICE. Lightweight remote attestation for COTS IoT hardware
Jäger, L.; Petri, R.; Fuchs, A.
Conference Paper
2017Semantic information fusion to enhance situational awareness in surveillance scenarios
Müller, Wilmuth; Kuwertz, Achim; Mühlenberg, Dirk; Sander, Jennifer
Conference Paper
2017Semantic interoperability as key to IoT platform federation
Jacoby, Michael; Antonic, A.; Kreiner, K.; Lapacz, R.; Pielorz, J.
Conference Paper
2017A 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
Conference Paper
2017Side-Channel Attacks in the Internet of Things: Threats and Challenges
Zankl, A.; Seuschek, H.; Irazoqui, G.; Gulmezoglu, B.
Book Article
2017"Smart Learning". Ein digitaler Lernbegleiter für die berufliche Bildung
Krauß, Christopher; Merceron, Agathe; An, Truong-Sinh; Zwicklbauer, Miggi; Dinziol, Martin; Scharp, Michael
Conference Paper
2017Software security: Cross-platform vulnerability detection
Padilla, E.; Ernst, R.
Book Article
2017Specification 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.
Conference Paper
2017Steganography for Cyber-physical Systems
Wendzel, S.; Mazurczyk, W.; Haas, G.
Journal Article
2017Steps towards question answering with deep neural memory networks
Ahmed, Sajawel; Zicari, Roberto V.; Kindermann, Jörg
Master Thesis
2017Surface acoustic arrays to analyze human activities in smart environments
Mettel, Matthias Ruben; Kuijper, Arjan (1. Gutachten); Braun, Andreas (2. Gutachten)
Master Thesis
2017Survey of domain specific languages to build packet parsers for industrial protocols
Bhardwaj, Shubham; Khondoker, Rahamatullah; Larbig, Pedro; Bayarou, Kpatcha
Conference Paper
2017The 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
Presentation
2017The 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
Conference Paper
2017A task-based view on the visual analysis of eye-tracking data
Kurzhals, K.; Burch, M.; Blascheck, T.; Andrienko, G.; Andrienko, N.; Weiskopf, D.
Conference Paper
2017Taxi of the future: Big data analysis as a framework for future urban fleets in smart cities
Schatzinger, Susanne; Lim, Chyi Yng Rose
Conference Paper
2017Teaching advanced web technologies with a mobile learning companion application
Krauss, Christopher; Merceron, Agathe; An, Truong-Sinh; Zwicklbauer, Miggi; Steglich, Stephan; Arbanowski, Stefan
Conference Paper
2017Test automation for the IoT: Presentation held at the IoT-Kongress, 14.09.2017, Aschheim-Dornach
Rennoch, Axel; Kretzschmann, Sascha; Wagner, Michael
Presentation
2017Towards 5G Network Slicing over Multiple-Domains
Afolabi, I.; Ksentini, A.; Bagaa, M.; Taleb, T.; Corici, M.; Nakao, A.
Journal Article
2017Towards a surgical phase detection using Markov Logic Networks
Philipp, P.; Bleier, J.; Fischer, Yvonne; Beyerer, Jürgen
Conference Paper
2017Towards container orchestration in fog computing infrastructures
Hoque, Saiful; Brito, Mathias Santos de; Magedanz, Thomas; Willner, Alexander; Keil, Oliver
Conference Paper
2017Towards enhancing the visual analysis of interdomain routing
Ulmer, Alex; Kohlhammer, Jörn; Shulman, Haya
Conference Paper
2017Towards post-quantum security for IoT endpoints with NTRU
Guillen, O.M.; Pöppelmann, T.; Bermudo Mera, J.M.; Bongenaar, E.F.; Sigl, G.; Sepulveda, J.
Conference Paper
2017Training nuclei detection algorithms with simple annotations
Kost, H.; Homeyer, A.; Molin, J.; Lundström, C.; Hahn, H.K.
Journal Article
2017A unified process for visual-interactive labeling
Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang
Conference Paper
2017Vicus - a persona for towns: Towards innovation management through co-creation and predictive situation analytics
Groen, Eduard C.; Koch, Matthias; Maier, Andreas
Conference Paper
2017Visual 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
Conference Paper
2017Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions
Andrienko, G.; Andrienko, N.; Chen, W.; Maciejewski, R.; Zhao, Y.
Journal Article
2017Visual 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
Conference Paper
2017Visual-interactive semi-supervised labeling of human motion capture data
Bernard, Jürgen; Dobermann, Eduard; Vögele, Anna; Krüger, Björn; Kohlhammer, Jörn; Fellner, Dieter W.
Conference Paper
2017Visual-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.
Conference Paper
2017Visualisierung von zeitlichen, thematischen Änderungen in einem Dokumentenkorpus
Reynolds, Steven Lamarr; Kuijper, Arjan (1. Gutachten); May, Thorsten (2. Gutachten)
Bachelor Thesis
2017Why should only your home be smart?: A vision for the office of tomorrow
Horch, Andrea; Kubach, Michael; Roßnagel, Heiko; Laufs, Uwe
Conference Paper
2017XMPP-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.
Journal Article
2017Zukunftsmarkt Künstliche Intelligenz. Potenziale und Anwendungen
Hecker, Dirk; Döbel, Inga; Petersen, Ulrike; Rauschert, André; Schmitz, Velina; Voss, Angelika
Study
2017Zukunftsstudie 2027 #ichinzehnjahren: Wie aktuelle Technologien und Entwicklungen unsere Lebenswelten verändern
Pohl, Verena; Kasper, Harriet; Kochanowski, Monika; Renner, Thomas
Study
20164-μW-WakeUp-Receiver als mögliche Schlüsseltechnologie für vernetzte intelligente Objekte
Milosiu, Heinrich; Babik, T.; Oehler, F.; Eppel, Markus
Conference Paper
20166th 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.
Journal Article
2016Abgesicherte und nachweisliche Qualität für IoT-Lösungen
Schieferdecker, Ina
Journal Article
2016Adaptive semantics visualization
Nazemi, Kawa
Dissertation
2016Application design for an eye tracking analysis based on visual analytics
Raschke, Michael; Schmitz, Bernhard; Wörner, Michael; Ertl, Thomas; Diederichs, Frederik
Conference Paper
2016Application-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
2016Approach towards application of commercial off-the-shelf internet of things devices in the military domain
Pradhan, M.; Gökgöz, F.; Bau, N.; Ota, D.
Conference Paper
2016Assuring data quality by placing the user in the loop
El Bekri, Nadia; Peinsipp-Byma, Elisabeth
Conference Paper
2016Automatic classification of cornea tissues for autofocus algorithm
Bartschat, Andreas; Kuijper, Arjan (Gutachter)
Master Thesis
2016Big 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
Journal Article
2016Big-data-driven anomaly detection in industry (4.0): An approach and a case study
Stojanovic, Ljiljana; Dinic, M.; Stojanovic, N.; Stojadinovic, A.
Conference Paper
2016CEML: 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
Conference Paper
2016Challenges and ideas for IoT testing
Rennoch, Axel; Wagner, Michael
Journal Article
2016Challenges in designing and distributing a not for profit first aid app worldwide
Klafft, Michael; Said, Maurice; Anson, Susan; Watson, Hayley; Hughes, Amanda; Lukau, Eridy
Conference Paper
2016Complex 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.
Conference Paper
2016The concept of industry 4.0: Presentation held at Industrie Paris, l'usine du futur, 27. Janvier 2016, Paris
Heidrich, Mike
Presentation
2016Connecting the internet of things rapidly through a model driven approach
Pramudianto, F.; Eisenhauer, M.; Kamienski, C.A.; Sadok, D.; Souto, E.J.
Conference Paper
2016A data usage control system using dynamic taint tracking
Schütte, J.; Brost, G.S.
Conference Paper
2016Datenschutz und Datenanalyse: Herausforderungen und Lösungsansätze
Steinebach, Martin; Krempel, Erik; Jung, Christian; Hoffmann, Mario
Journal Article
2016Digital health and digital biomarkers - enabling value chains on health data
Meister, Sven; Deiters, Wolfgang; Becker, Stefan
Journal Article
2016Distributed Vocabulary Development with Version Control Systems
Halilaj, Lavdim; Lohmann, Steffen; Mader, Christian; Auer, Sören
Conference Paper
2016Dynamic service switching for the medical IoT
Kindt, P.; Yunge, D.; Tobola, A.; Fischer, G.; Chakraborty, S.
Conference Paper
2016An efficient steganographic approach for protecting communication in the Internet of Things (IoT) critical infrastructures
Kumar Bairagi, A.; Khondoker, R.; Islam, R.
Journal Article
2016Entwicklung und Evaluierung eines Systems zur bildbasierten Detektion von Fehlern in Stoffen
Zeltser, Anton; Kuijper, Arjan (1. Gutachten); Kähm, Olga (2. Gutachten)
Master Thesis
2016Exploiting Big Data's Benefits
Heidrich, Jens; Trendowicz, Adam; Ebert, Christof
Journal Article
2016Exploring machine learning object classification for interactive proximity surfaces
Braun, Andreas; Alekseew, Michael; Kuijper, Arjan
Conference Paper
2016Extracting conceptual interoperability constraints from API documentation using machine learning
Abukwaik, Hadil; Abujayyab, Mohammed; Humayoun, Shah Rukh; Rombach, H. Dieter
Conference Paper
2016Fehlende Standards bremsen das Internet der Dinge noch
Heidrich, Mike
Journal Article
2016Fehlende Standards bremsen das Internet der Dinge noch
Heidrich, Mike
Journal Article
2016FERARI: 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.
Conference Paper
2016Fieldbus for the Internet of Things - an evolutionary approach
Loske, Moritz; Oeder, Andreas; Klatt, Matthias
Conference Paper
2016The Fraunhofer IAIS Audio Mining System: Current State and Future Directions
Stadtschnitzer, Michael; Schmidt, Christoph Andreas; Köhler, Joachim
Conference Paper
2016Fraunhofer-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
Annual Report
2016From 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
Conference Paper
2016Future 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.
Journal Article
2016GeoVisual analytics: Interactivity, dynamics, and scale
Andrienko, G.; Andrienko, N.; Dykes, J.; Kraak, M.J.; Robinson, A.; Schumann, H.
Journal Article
2016High availability of big-geo-data as a platform as a service
Förster, Tim; Thum, Simon; Kuijper, Arjan
Conference Paper
2016Industrial Internet of Things: Referenzarchitektur für die Kommunikation; Whitepaper
Heidrich, Mike; Luo, Jesse Jijun
Study
2016Industrielle IoT Adapter und Industrie 4.0
Schleipen, Miriam; Hensel, P.; Sauer, Olaf
Journal Article
2016Information Systems Success Awareness for Professional Long Tail Communities of Practice: Erfolgsbewusstsein in Informationssystemen für professionelle long tail communities of practice
Renzel, D.
Dissertation
2016Information visualization and policy modeling
Nazemi, Kawa; Steiger, Martin; Burkhardt, Dirk; Kohlhammer, Jörn
Book Article
2016Informationsvisualisierung und Visual Analytics
Kohlhammer, Jörn
Book Article
2016Informationsvisualisierung und Visual Analytics
Kohlhammer, Jörn
Book Article
2016Integrating and inspecting combined behavioral profiling and social network models in Destiny
Rattinger, A.; Wallner, G.; Drachen, A.; Pirker, J.; Sifa, R.
Conference Paper
2016IoT inter-security domain trust transfer and service dispatch solution
Corici, Andreea Ancuta; Emmelmann, Marc; Luo, Jingjing; Shresta, Ranjan; Corici, Marius; Magedanz, Thomas
Conference Paper
2016IoT 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.
Journal Article
2016IoT, Industrie 4.0 und Big Data: Herausforderungen für die Informatik und die GI
Liggesmeyer, Peter
Conference Paper
2016IoT-Bus for micro-grid control and local energy management based on the IEEE Std. 802.15.4
Loske, Moritz; Oeder, Andreas; Klatt, Matthias
Journal Article
2016The 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.
Conference Paper
2016Kommunikationstechnologien der Mobilität 2025+
Rehme, Marco; Festag, Andreas; Krause, Jan
Conference Paper
2016Kurzstudie PLM 2020
Schüle, Stephan; Kerler, Nadine; Schlessmann, Daniel; Schröder, Patrick; Frigan, Denis; Hoyer, Christian
Study
2016Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics
Andrienko, N.; Andrienko, G.; Rinzivillo, S.
Journal Article
2016Linked data services for internet of things
Pullmann, Jaroslav; Mohamad, Yehya
Conference Paper
2016Logboat - a simulation framework enabling CAN security assessments
Plaga, S.; Tatschner, S.; Newe, T.
Conference Paper
2016Der Markt für Visual Business Analytics
Kohlhammer, Jörn; Proff, Dirk U.; Wiener, Andreas
Book Article
2016Marktübersicht 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.)
Study
2016Message 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.
Journal Article
2016Methods and a research agenda for the evaluation of event sequence visualization techniques
Ruddle, Roy A.; Bernard, Jürgen; May, Thorsten; Lücke-Tieke, Hendrik; Kohlhammer, Jörn
Conference Paper
2016Mit dem Internet der Dinge vom Gebäude- zum Quartiersenergiemanagement
Bretschneider, Peter; Bernard, Thomas; Herzog, Reinhard; Tippmann, V.; Warweg, Oliver; Naumann, Steffi
Conference Paper
2016Mit dem Internet der Dinge vom Gebäude- zum Stadtteil-Energiemanagement
Bretschneider, Peter; Bernard, Thomas; Herzog, Reinhard; Tippmann, Volker; Warweg, Oliver; Naumann, Steffi
Conference Paper
2016Mobiles 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
Presentation
2016Mobility 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.
Journal Article
2016New Approach for Optimizing Usage of Situation Recognition Algorithms within IoT Domains
Mammadova, Chinara; Kuijper, Arjan (Prüfer); Ben Hmida, Helmi (Betreuer)
Master Thesis
2016A plant engineering "digital rosetta stone": Towards data-centric multidimensional CAD web portal
Parfouru, S.; Mouton, C.; Limper, M.; Behr, J.
Conference Paper
2016Predicting retention in sandbox games with tensor factorization-based representation learning
Sifa, Rafet; Srikanth, Sridev; Drachen, Anders; Ojeda, César; Bauckhage, Christian
Conference Paper
2016Preface. Message from the paper chairs
Andrienko, G.; Liu, S.; Stasko, J.
Conference Paper
2016A proof-of-concept for semantically interoperable federation of IoT experimentation facilities
Lanza, Jorge; Sanchez, Luis; Gomez, David; Elsaleh, Tarek; Steinke, Ronald; Cirillo, Flavio
Journal Article
2016Public 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
Report
2016Quality Evaluation for Big Data: A Scalable Assessment Approach and First Evaluation Results
Kläs, Michael; Putz, Wolfgang; Lutz, Tobias
Report
2016Quality evaluation for big data: A scalable assessment approach and first evaluation results
Kläs, Michael; Putz, Wolfgang; Lutz, Tobias
Conference Paper
2016Referenzarchitektur für die Kommunikation im IIoT: Vortrag gehalten auf dem Internet of Things (IoT) Kongress, 14.-15. September 2016, München
Heidrich, Mike
Presentation
2016RESTful industrial communication with OPC UA
Grüner, S.; Pfrommer, J.; Palm, F.
Journal Article
2016Risks of Industrie 4.0 - an information technology perspective
Usländer, Thomas; Thomalla, Christoph
Abstract
2016Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces
Andrienko, N.; Andrienko, G.; Fuchs, G.; Jankowski, P.
Journal Article
2016Scaling up IoT: Impact of semantic open platforms
Ben Hmida, Helmi; Braun, Andreas
Conference Paper
2016Security Research Conference. 11th Future Security: Berlin, September 13-14, 2016. Proceedings
Ambacher, Oliver (Ed.); Wagner, Joachim (Ed.); Quay, Rüdiger (Ed.) ; Fraunhofer-Institut für Angewandte Festkörperphysik -IAF-, Freiburg/Brsg.
Conference Proceedings
2016Semantic interoperability for the web of things
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
Journal Article
2016Semantic interoperability in IoT-based automation infrastructures: How reference architectures address semantic interoperability
Herzog, Reinhard; Jacoby, Michael; Podnar Zarko, I.
Journal Article
2016Semantic-based management of federated infrastructures for future internet experimentation
Willner, Alexander; Magedanz, Thomas (Betreuender Professor); Fdida, Serge (Gutachter); Demeester, Piet (Gutachter)
Dissertation
2016The smart learning approach - a mobile learning companion application
Krauss, Christopher; Merceron, Agathe; An, Truong-Sinh; Zwicklbauer, Miggi; Arbanowski, Stefan
Conference Paper
2016Social Media Analytics: Wie die Ausrichtung an den Unternehmenszielen gelingt
Kleindienst, D.
Journal Article
2016Standard-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
Journal Article
2016Stereo-image normalization of voluminous objects improves textile defect recognition
Siegmund, Dirk; Kuijper, Arjan; Braun, Andreas
Conference Paper
2016Stylized facts for mobile game analytics
Drachen, A.; Ross, N.; Runge, J.; Sifa, R.
Conference Paper
2016A systematic evaluation approach for data stream-based applications
Geisler, Sandra; Jarke, Matthias (Gutachter); Nicklas, Daniela (Gutachter)
Dissertation
2016Towards a federation of smart city services
Carvajal Soto, José Ángel; Werner-Kytölä, Otilia; Jahn, Marco; Pullmann, Jaroslav; Bonino, Dario; Pastrone, Claudio; Spirito, Maurizio
Conference Paper
2016Towards combining attribute-based and time series-based visual querying
Sessler, David; Spott, Martin; Nauck, Detlef; Harmer, William; Kohlhammer, Jörn; Bernard, Jürgen
Conference Paper
2016Towards federated, semantics-based supply chain analytics
Petersen, N.; Lange, C.; Auer, S.; Frommhold, M.; Tramp, S.
Conference Paper
2016Towards privacy-preserving Mobile Location Analytics
Gassen, M.; Fhom, H.S.
Conference Paper
2016Towards 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
Conference Paper
2016Towards programmable fog nodes in smart factories
Brito, Mathias Santos de; Steinke, Ronald; Willner, Alexander; Hoque, Saiful
Conference Paper
2016Towards risk aware NoCs for data protection in MPSoCs
Sepulveda, J.; Florez, D.; Fernandes, R.; Marcon, C.; Gogniat, G.; Sigl, G.
Conference Paper
2016Towards seamless analysis of software interoperability: Automatic identification of conceptual constraints in API documentation
Abukwaik, Hadil; Abujayyab, Mohammed; Rombach, H. Dieter
Conference Paper
2016Ultra-low power acoustic front-ends for natural language user interfaces
Fischer, Johannes; Bhardwaj, Kanav; Breiling, Marco; Leyh, Martin; Bäckström, Tom
Conference Paper
2016Uncovering periodic network signals of cyber attacks
Huynh, Ngoc Anh; Ng, Wee Keong; Ulmer, Alex; Kohlhammer, Jörn
Conference Paper
2016Version specific recognition of libraries in binaries for identifying vulnerabilities caused by these using the example of ARM-32
Wittmann, Andreas; Waidner, Michael
Master Thesis
2016Visual 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
Journal Article
2016Visual-interactive exploration of relations between time-oriented data and multivariate data
Bernard, Jürgen; Sessler, David; Steiger, Martin; Spott, Martin; Kohlhammer, Jörn
Conference Paper
2016Visual-interactive segmentation of multivariate time series
Bernard, Jürgen; Dobermann, Eduard; Bögl, Markus; Röhlig, Martin; Vögele, Anna; Kohlhammer, Jörn
Conference Paper
2016Visuell-Interaktive Exploration von Text Clustering Ergebnissen
Staab, Michael Markus; Kuijper, Arjan (Gutachter); Ruppert, Tobias (Betreuer)
Master Thesis
2016VoCol: An integrated environment to support version-controlled vocabulary development
Halilaj, L.; Petersen, N.; Grangel-Gonzalez, I.; Lange, C.; Auer, S.; Coskun, G.; Lohmann, S.
Conference Paper
2016What’s in a Smart Thing?: Development of a Multi-layer Taxonomy
Püschel, L.; Schlott, H.; Röglinger, M.
Conference Paper
2016X25519 hardware implementation for low-latency applications
Koppermann, P.; Santis, F. de; Heyszl, J.; Sigl, G.
Conference Paper
This publication list has been generated from the publication database Fraunhofer-Publica.