Künstliche Intelligenz: Wissenschaftliche Publikationen

Jahr	Titel/Autor	Dokumentart
2021	Supported Decision-Making by Explainable Predictions of Ship Trajectories Burkart, Nadia; Huber, Marco F.; Anneken, Mathias	Konferenzbeitrag
2021	tanh Neurons are Bayesian Decision Makers Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk	Konferenzbeitrag
2020	Absicherung von Machine-Learning-Verfahren in sicherheitskritischen Systemen: Vortrag gehalten auf dem Forum Künstliche Intelligenz, Stuttgart, 14.05.2020 Schwaiger, Adrian	Vortrag 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	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	Are you sure? Prediction revision in automated decision-making Burkart, Nadia; Robert, Sebastian; Huber, Marco	Zeitschriftenaufsatz Volltext
2020	AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation Kügler, David; Uecker, Marc; Kuijper, Arjan; Mukhopadhyay, Anirban	Konferenzbeitrag
2020	Benchmarking Uncertainty Estimation Methods for Deep Learning with Safety-Related Metrics Henne, Maximilian; Schwaiger, Adrian; Roscher, Karsten; Weiß, Gereon	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	Common Representational Model and Ontologies for Effective Law Enforcement Solutions Kozik, Rafal; Choras, Michal; Pawlicki, Marek; Holubowicz, Witold; Pallmer, Dirk; Müller, Wilmuth; Behmer, Ernst-Josef; Loumiotis, Ioannis; Demestichas, Konstantinos; Horincar, Roxanna; Laudy, Claire; Faure, David	Zeitschriftenaufsatz Volltext
2020	Compact Models for Periocular Verification Through Knowledge Distillation Boutros, Fadi; Damer, Naser; Fang, Meiling; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan	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	Critical Success Factors of the Smart City Transformation Process and the Role of Technology in the Smart City Approach - A Case Study of Munich, Germany Schabel, Louisa; Heller, Stephan (Erstprüfer); Seydel, Dominique (Zweitprüfer)	Bachelor Thesis
2020	Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2020	Dependable Computing - EDCC 2020 Workshops. Proceedings: AI4RAILS, DREAMS, DSOGRI, SERENE 2020, Munich, Germany, September 7, 2020, virtual conference Bernardi, Simona (Ed.); Vittorini, Valeria (Ed.); Flammini, F.; Nardone, Roberto (Ed.); Marrone, Stefano (Ed.); Adler, Rasmus (Ed.); Schneider, Daniel (Ed.); Schleiß, Philipp (Ed.); Nostro, N.; Olsen, Rasmus Løvenstein (Ed.); Salle, Amleto di (Ed.); Masci, Paolo (Ed.) ; Intel Deutschland, Neubiberg; Fraunhofer-Institut für Kognitive Systeme -IKS-, München; KTH Royal Institute of Technology, Stockholm	Tagungsband
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	Discretization of hybrid CPPS data into timed automaton using restricted Boltzmann machines Hranisavljevic, Nemanja; Maier, Alexander; Niggemann, Oliver	Zeitschriftenaufsatz
2020	Dynamic Behavior Risk Assessment for Autonomous Systems Feth, Patrik; Liggesmeyer, Peter; Berns, K.; Deßloch, S.	Dissertation Volltext
2020	ECU-Secure: Characteristic Functions for In-Vehicle Intrusion Detection Chevalier, Yannick; Rieke, Roland; Fenzl, Florian; Chechulin, Andrey; Kotenko, Igor	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	Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation Mimilakis, Stylianos Ioannis; Drossos, Konstantinos; Cano, Estefanía; Schuller, Gerald	Zeitschriftenaufsatz
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	Fast and Accurate DRAM Simulation: Can we Further Accelerate it? Feldmann, Johannes; Kraft, Kira; Steiner, Lukas; Wehn, Norbert; Jung, Matthias	Konferenzbeitrag
2020	Flexilient End-to-End Architectures: Flexibility, Intelligence and Resilience for Dependable Cloud-based Cyber-Physical Systems Drabek, Christian; Kosmalska, Anna; Friedmann, Miriam (Ed.)	Bericht 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	Fusing Iris and Periocular Region for User Verification in Head Mounted Displays Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2020	GuiltyTargets: Prioritization of Novel Therapeutic Targets with Deep Network Representation Learning Muslu, Özlem; Hoyt, Charles Tapley; Lacerda, Mauricio Pio de; Hofmann-Apitius, Martin; Fröhlich, Holger	Zeitschriftenaufsatz
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	Bericht Volltext
2020	Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection? Schwaiger, Adrian; Sinhamahapatra, Poulami; Gansloser, Jens; Roscher, Karsten	Konferenzbeitrag Volltext
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 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	Künstliche Intelligenz in sicherheitskritischen Anwendungen: Vortrag gehalten im Rahmen des Bitkom AI Research Network, Virtuelles Event, 29.05.2020 Trapp, Mario	Vortrag Volltext
2020	A Landscape Analysis of Standardisation in the Field of Artificial Intelligence Ziegler, Wolfgang	Zeitschriftenaufsatz Volltext
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	Optimal multiparametric set-up modelled for best survival outcomes in palliative treatment of liver malignancies: Unsupervised machine learning and 3 PM recommendations Goldstein, Elisha; Yeghiazaryan, Kristina; Ahmad, Ashar; Giordano, Frank A.; Fröhlich, Holger; Golubnitschaja, Olga	Zeitschriftenaufsatz Volltext
2020	PathME: Pathway based multi-modal sparse autoencoders for clustering of patient-level multi-omics data Lemsara, Amina; Ouadfel, Salima; Fröhlich, Holger	Zeitschriftenaufsatz Volltext
2020	Pedestrian Detection and Tracking in Sparse Mls Point Clouds Using a Neural Network and Voting-Based Approach Borgmann, Björn; Hebel, Marcus; Arens, Michael; Stilla, Uwe	Konferenzbeitrag Volltext
2020	Person Re-identification in a Car Seat Nottebaum, Moritz; Kuijper, Arjan (1. Review); Rus, Silvia (2. Review)	Bachelor Thesis Volltext
2020	Predictive Analysis of Business Processes Using Neural Networks with Attention Mechanism Philipp, Patrick; Jacob, Ruben; Robert, Sebastian; Beyerer, Jürgen	Konferenzbeitrag
2020	Preventing Catastrophic Forgetting in Deep Learning Classifiers González, Camila; Kuijper, Arjan (1. Gutachter); Mukhopadhyay, Anirban (2. Gutachter)	Master Thesis
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	QoS Evaluation and Prediction for C-V2X Communication in Commercially-Deployed LTE and Mobile Edge Networks Torres-Figueroa, Luis; Schepker, Henning F.; Jiru, Josef	Konferenzbeitrag Volltext
2020	Rapid Depth from Multi-view Images Jansen, Nils; Kuijper, Arjan; Siegmund, Dirk	Master Thesis
2020	Reducing Deep Face Recognition Model Size by Knowledge Distillation Klemt, Marcel; Kuijper, Arjan (1. Review); Boutros, Fadi (2. Review)	Bachelor Thesis
2020	Richtung Zukunft. Online resource: Potenziale Kognitiver Dienstleistungssysteme Bauer, Wilhelm; Bienzeisler, Bernd; Riedel, Oliver	Buch
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	Sampling Based Methods for Uncertainty Quantification in Neural Networks Felgentreff, Jens; Ankerst, Donna (Aufgabensteller); Schwaiger, Adrian (Betreuer)	Bachelor Thesis
2020	Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery Hermann, Max; Ruf, Boitumelo; Weinmann, Martin; Hinz, Stefan	Konferenzbeitrag Volltext
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	A Systemic Approach for Early Warning in Crisis Prevention and Management Kuwertz, Achim; Moll, Maximilian; Sander, Jennifer; Pickl, Stefan	Konferenzbeitrag
2020	Time-unfolding Object Existence Detection in Low-quality Underwater Videos using Convolutional Neural Networks Tödtmann, Helmut; Vahl, Matthias; Lukas, Uwe von; Ullrich, Torsten	Konferenzbeitrag Volltext
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	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	Transforming Seismocardiograms into Electrocardiograms by Applying Convolutional Autoencoders Haescher, Marian; Hoepfner, Florian; Chodan, Wencke; Kraft, Dimitri; Aehnelt, Mario; Urban, Bodo	Konferenzbeitrag
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	Vibroarthrography using Convolutional Neural Networks Kraft, Dimitri; Bieber, Gerald	Konferenzbeitrag
2020	Visually-aware Recommendation System for Interior Design Metzler, Simon Konstantin; Kuijper, Arjan (1. Review); Yeste Magdaleno, Javier (2. Review)	Bachelor Thesis
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	Wie hört sich Qualität im industriellen Kontext an? Der Puck macht "pling"! Kepplinger, Sara; Krüger, Tobias	Zeitschriftenaufsatz
2020	Wireless sensor network for AI-based flood disaster detection Al Qundus, Jamal; Dabbour, Kosai; Gupta, Shivam; Meissonier, Régis; Paschke, Adrian	Zeitschriftenaufsatz
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	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	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	Big Data, IOT und Machine Learning - Neue Perspektiven für Lastdaten und Schadensvorhersagen Tiesler, H.; Messmer, M.; Paul, N.; Sicking, J.	Konferenzbeitrag
2019	Combination of sensor-embedded and secure server-distributed artificial intelligence for healthcare applications Gembaczka, Pierre; Heidemann, Burkhard; Bennertz, Bernhard; Gröting, Wolfgang; Norgall, Thomas; Seidl, Karsten	Zeitschriftenaufsatz Volltext
2019	Combination of sensor-embedded and secure server-distributed artificial intelligence for healthcare applications Gembaczka, Pierre; Heidemann, Burkhard; Bennertz, Bernhard; Gröting, Wolfgang; Norgall, Thomas; Seidl, Karsten	Abstract
2019	Comparative Study of Machine Learning Methods for In-Vehicle Intrusion Detection Berger, Ivo; Rieke, Roland; Kolomeets, Maxim; Chechulin, Andrey; Kotenko, Igor	Konferenzbeitrag
2019	Comparison of Angle and Size Features with Deep Learning for Emotion Recognition Dunau, Patrick; Huber, Marco; Beyerer, Jürgen	Konferenzbeitrag
2019	Comprehensive Analysis of Deep Learning-based Vehicle Detection in Aerial Images Sommer, L.; Schuchert, Tobias; Beyerer, Jürgen	Zeitschriftenaufsatz
2019	Current trends in applied machine intelligence Humm, Bernhard G.; Bense, Hermann; Classen, Mario; Geißler, Stefan; Hoppe, Thomas; Juwig, Oliver; Paschke, Adrian; Schäfermeier, Ralph; Siegel, Melanie; Weichhardt, Frauke; Wenning, Rigo	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	Deep learning for clustering of multivariate clinical patient trajectories with missing values Jong, Johann de; Emon, Mohammad Asif; Wu, Ping; Karki, Reagon; Sood, Meemansa; Godard, Patrice; Ahmad, Ashar; Vrooman, Henri; Hofmann-Apitius, Martin; Fröhlich, Holger	Zeitschriftenaufsatz Volltext
2019	Detection of surface properties using image recognition techniques using deep learning algorithms Dhanekula, Rakesh; Urban, Bodo; Hoepfner, Florian; Haescher, Marian	Master Thesis
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	Enhancing the Texture Quality of 3D Building Models Dahlke, Jannik Oliver; Fellner, Dieter W. (1. Review); Erdt, Marius (2. Review)	Master Thesis
2019	Evaluation verzeichnungskorrigierter Trajektorien von Verkehrsteilnehmenden aus Infrarot-Videosequenzen Heußer, Axel; Gerike, Regine (Gutachter); Bärwolff, Martin (Betreuer); Schreiber, Dominik (Betreuer)	Diplomarbeit
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	Fraunhofer Institute for Cognitive Systems. Annual Report 2018/2019 Hengl, Hans-Thomas (ed.); Wardenburg, Eva von (ed.) ; Fraunhofer-Institut für Kognitive Systeme -IKS-, München	Jahresbericht Volltext
2019	Fraunhofer Institute for Cognitive Systems. Safe Intelligence Magazine 2019/2020 Hengl, Hans-Thomas (Ed.); Wardenburg, Eva von (Ed.) ; Fraunhofer-Institut für Kognitive Systeme -IKS-, München	Jahresbericht Volltext
2019	Fraunhofer-Institut für Kognitive Systeme. Jahresbericht 2018/2019 Hengl, Hans-Thomas (Red.); Wardenburg, Eva von (Red.) ; Fraunhofer-Institut für Kognitive Systeme -IKS-, München	Jahresbericht Volltext
2019	Fraunhofer-Institut für Kognitive Systeme. Safe Intelligence Magazin 2019/2020 Hengl, Hans-Thomas (Red.); Wardenburg, Eva von (Red.) ; Fraunhofer-Institut für Kognitive Systeme -IKS-, München	Jahresbericht Volltext
2019	Generalization of SELU to CNN Ha, Bach; Plöger, Paul G.; Kraetzschmar, Gerhard K.; Zimmermann, Florian	Master Thesis Volltext
2019	Habitat-Net: Segmentation of Habitat Images Using Deep Learning Abrams, Jesse F.; Vashishtha, Anand; Wong, Seth T.; Nguyen, An; Mohamed, Azlan; Wieser, Sebastian; Kuijper, Arjan; Wilting, Andreas; Mukhopadhyay, Anirban	Zeitschriftenaufsatz
2019	Handling Work Complexity with AR/Deep Learning Dhiman, Hitesh; Büttner, Sebastian; Röcker, Carsten; Reisch, Raphael	Konferenzbeitrag
2019	The Identification and Creation of Ontologies for the Use in Law Enforcement AI Solutions - MAGNETO Platform Use Case Kozik, Rafal; Choras, Michal; Pawlicki, Marek; Holubowicz, Witold; Pallmer, Dirk; Müller, Wilmuth; Behmer, Ernst-Josef; Loumiotis, Ioannis; Demestichas, Konstantinos; Horincar, Roxana; Laudy, Claire; Faure, David	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	Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning Kassawat, Firas; Chaudhuri, Debanjan; Lehmann, Jens	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	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	Managing Uncertainty of AI-based Perception for Autonomous Systems Henne, Maximilian; Schwaiger, Adrian; Weiß, Gereon	Konferenzbeitrag Volltext
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	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 Overview of User Feedback Classification Approaches Santos, Rubens; Groen, Eduard C.; Villela, Karina	Konferenzbeitrag Volltext
2019	Der Puck macht "pling"! Kepplinger, Sara; Krüger, Tobias	Zeitschriftenaufsatz
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	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	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	Self-learning Shape Recognition in Medical Images Ma, Jingting; Lin, Feng (Supervisor); Erdt, Marius (Supervisor); Fellner, Dieter W. (Co-Supervisor); Wesarg, Stefan (Co-Supervisor)	Dissertation Volltext
2019	SkyScapes Fine-Grained Semantic Understanding of Aerial Scenes Azimi, Seyed M.; Henry, Crentin; Sommer, Lars; Schumann, Arne; Vig, Eleonora	Konferenzbeitrag Volltext
2019	Sounding Industry: Challenges and Datasets for Industrial Sound Analysis Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith; Lukashevich, Hanna	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	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	Towards Contradiction Detection in German: A Translation-Driven Approach Sifa, Rafet; Pielka, Maren; Ramamurthy, Rajkumar; Ladi, Anna; Hillebrand, Lars; Bauckhage, Christian	Konferenzbeitrag
2019	Towards information extraction from ISR reports for decision support using a two-stage learning-based approach Mühlenberg, Dirk; Kuwertz, Achim; Schenkel, P.; Müller, Wilmuth	Konferenzbeitrag Volltext
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	Bericht Volltext
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	Underwater Color Restoration Using U-Net Denoising Autoencoder Hashisho, Yousif; Albadawi, Mohamad; Krause, Tom; Lukas, Uwe von	Konferenzbeitrag
2019	Unterwasserdetektion von Munitionsaltlasten auf Sonarbildern durch Convolutional Neural Networks Sidin, Dennis; Ferrein, Alexander (Betreuender Professor); Albadawi, Mohamad (Betreuender Mitarbeiter)	Bachelor Thesis
2019	Use of AI-based solutions in safety-critical applications: Presentation held at Forum Künstliche Intelligenz, 14.05.2019, Stuttgart Seydel, Dominique	Vortrag
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	Using neural networks to detect objects in MLS point clouds based on local point neighborhoods Borgmann, Björn; Hebel, Marcus; Arens, Michael; Stilla, Uwe	Konferenzbeitrag Volltext
2019	Wind Power Forecasting Based on Deep Neural Networks and Transfer Learning Vogt, Stephan; Braun, Axel; Dobschinski, Jan; Sick, Bernhard	Konferenzbeitrag Volltext
2018	3D object classification and parameter estimation based on parametric procedural models Getto, Roman; Fina, Kenten; Jarms, Lennart; Kuijper, Arjan; Fellner, Dieter W.	Konferenzbeitrag Volltext
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	Application and evaluation of meta-model assisted optimisation strategies for gripper assisted fabric draping in composite manufacturing Zimmerling, Clemens; Pfrommer, Julius; Liu, Jinzhao; Beyerer, Jürgen; Henning, Frank; Kärger, Luise	Konferenzbeitrag Volltext
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	Cognitive Computing: What's in for Business Process Management?: An Exploration of Use Case Ideas Röglinger, Maximilian; Seyfried, Johannes; Stelzl, Simon; Muehlen, Michael zur	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	CrazyFaces: Unassisted Circumvention of Watchlist Face Identification Damer, Naser; Wainakh, Yaza; Boller, Viola; Berken von den, Sven; Terhörst, Philipp; Braun, Andreas; Kuijper, Arjan	Konferenzbeitrag
2018	Deep Cross-Domain Building Extraction for Selective Depth Estimation from Oblique Aerial Imagery Ruf, Boitumelo; Thiel, Laurenz; Weinmann, Martin	Konferenzbeitrag Volltext
2018	Defining argument weighing functions Gordon, Thomas F.	Zeitschriftenaufsatz Volltext
2018	Designing self-aware textiles Gutjahr, Christian; Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)	Master Thesis
2018	Detection of vehicles in multisensor data via multibranch convolutional neural networks Schilling, Hendrik; Bulatov, Dimitri; Niessner, Robin; Middelmann, Wolfgang; Soergel, Uwe	Zeitschriftenaufsatz
2018	Exploring adversarial examples. Patterns of one-pixel attacks Kügler, David; Distergoft, Alexander; Kuijper, Arjan; Mukhopadhyay, Anirban	Konferenzbeitrag
2018	An image processing pipeline for long range UAV detection Schumann, Arne; Sommer, L.; Müller, Thomas; Voth, Sascha	Konferenzbeitrag
2018	Improvement of persistent tracking in wide area motion imagery by CNN-based motion detections Hartung, C.; Spraul, Raphael; Krüger, Wolfgang	Konferenzbeitrag
2018	An integrated deep neural network for defect detection in dynamic textile textures Siegmund, Dirk; Prajapati, Ashok; Kirchbuchner, Florian; Kuijper, Arjan	Konferenzbeitrag
2018	Kognitive Systeme und Robotik: Intelligente Datennutzung für autonome Systeme Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen	Aufsatz in Buch
2018	A light and faster regional convolutional neural network for object detection in optical remote sensing images Ding, Peng; Zhang, Ye; Deng, Wei-Jian; Jia, Ping; Kuijper, Arjan	Zeitschriftenaufsatz
2018	Local forecasting for predictive smart home/object control Arnoldt, Alexander; Leinweber, Leon; Guerra, Thiago Koh	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	Methoden zur Sofortpreiskalkulation von CNC-Drehteilen: Entwicklung und Bewertung der Anwendbarkeit von Algorithmen und prädiktiven Machine-Learning-Modellen Eberl, Andreas; Fallert, Benedikt; Kiefer, Daniel; Leuschner, David; Mastroianni, Lisa; Richter, Patrick; Tittelbach, Frederik; Braun, Anja; Lucke, Dominik; Ohlhausen, Peter; Palm, Daniel	Zeitschriftenaufsatz
2018	Mit maschinellem Lernen zur intelligenten Produktion: Vortrag gehalten auf dem Technologietag, 9. Oktober 2018, Erfurt Grollmisch, Sascha	Vortrag Volltext
2018	MorGAN: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Generative Adversarial Network Damer, Naser; Moseguí Saladié, Alexandra; Braun, Andreas; Kuijper, Arjan	Konferenzbeitrag
2018	A novel Bayesian model incorporating deep neural network and statistical shape model for pancreas segmentation Ma, Jingting; Lin, Feng; Wesarg, Stefan; Erdt, Marius	Konferenzbeitrag
2018	Objekterkennung und -verortung in Luftbildaufnahmen für Such- und Rettungseinsätze mittels neuronaler Faltungsnetzwerke Leinweber, Artur; Surmann, Hartmut; Worst, Rainer	Bachelor Thesis Volltext
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 (Ed.); Taylor, Zaike (Ed.); Sarikaya, Duygu (Ed.); McLeod, Jonathan (Ed.); González Ballester, Miguel Angel (Ed.); Codella, Noel C.F. (Ed.); Martel, Anne (Ed.); Maier-Hein, Lena (Ed.); Malpani, Anand (Ed.); Zenati, Marco A. (Ed.); Ribaupierre, Sandrine de (Ed.); Xiongbiao, Luo (Ed.); Collins, Toby (Ed.); Reichl, Tobias (Ed.); Drechsler, Klaus (Ed.); Erdt, Marius (Ed.); Linguraru, Marius George (Ed.); Oyarzun Laura, Cristina (Ed.); Shekhar, Raj (Ed.); Wesarg, Stefan (Ed.); Celebi, M. Emre (Ed.); Dana, Kristin (Ed.); Halpern, Allan (Ed.)	Tagungsband
2018	Planning [Pl] Cirullies, Jan; Pikus, Yevgen; Schnakenburg, Igor; Plumbaum, Till	Aufsatz in Buch Volltext
2018	Predicting observer's task from eye movement patterns during motion image analysis Hild, Jutta; Voit, Michael; Kühnle, Christian; Beyerer, Jürgen	Konferenzbeitrag Volltext
2018	Proactive support for conceptual interoperability analysis of software units Abukwaik, Hadil; Rombach, Dieter; Reussner, R.; Deßloch, S.	Dissertation Volltext
2018	Resolving Classifcation Ambiguities in Convolutional Neural Networks Using Hierarchical Structures Albadawi, Mohamad; Lukas, Uwe von (Supervising professor); Krause, Tom (Tutor)	Master Thesis Volltext
2018	Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery Sommer, L.; Schmidt, N.; Schumann, Arne; Beyerer, Jürgen	Konferenzbeitrag
2018	Semi-automated unsupervised learning from system traces: Presentation held at VDI-Vortragsabend "Künstliche Intelligenz in der Automatisierungstechnik", 15.10.2018, am Fraunhofer-Institut für Eingebettete Systeme und Kommunikationstechnik ESK, München Salvi, Aniket	Vortrag 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	Systematic evaluation of deep learning based detection frameworks for aerial imagery Sommer, L.; Steinmann, L.; Schumann, Arne; Beyerer, Jürgen	Konferenzbeitrag
2018	Uncertainty in Machine Learning Applications: A Practice-Driven Classification of Uncertainty Kläs, Michael; Vollmer, Anna Maria	Konferenzbeitrag
2018	VIAL: a unified process for visual interactive labeling Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang	Zeitschriftenaufsatz
2018	Welcome from the Organizers Groen, Eduard C.; Harrison, Rachel; Murukannaiah, Pradeep K.; Vogelsang, Andreas	Konferenzbeitrag
2017	Anomaly detection in industrial networks using machine learning: A roadmap Meshram, A.; Haas, Christian	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	Automatic analysis of facial expressions in an advertising test with Chinese respondents Dieckmann, Anja; Unfried, Matthias; Garbas, Jens; Mortillaro, Marcello	Bericht Volltext
2017	CapSoles: Who Is Walking on What Kind of Floor? Matthies, Denys J.C.; Roumen, Thijs; Kuijper, Arjan; Urban, Bodo	Konferenzbeitrag
2017	Combining cluster and outlier analysis with visual analytics Bernard, Jürgen; Dobermann, Eduard; Sedlmair, Michael; Fellner, Dieter W.	Konferenzbeitrag
2017	Cumulative arguments in artificial intelligence and informal logic Walton, Douglas; Gordon, Thomas	Zeitschriftenaufsatz Volltext
2017	Deep cross-domain flying object classification for robust UAV detection Schumann, A.; Sommer, L.; Klatte, J.; Schuchert, Tobias; Beyerer, Jürgen	Konferenzbeitrag Volltext
2017	Deep learning based multi-category object detection in aerial images Sommer, L.W.; Schuchert, Tobias; Beyerer, Jürgen	Konferenzbeitrag Volltext
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	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	Emotion detection by evaluating activities for smart home appliances Joshi, Dhanashree Jayant; Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)	Master Thesis
2017	Fiber defect detection of inhomogeneous voluminous textiles Siegmund, Dirk; Samartzidis, Timotheos; Fu, Biying; Braun, Andreas; Kuijper, Arjan	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	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	Know thy neighbor - a data-driven approach to neighborhood estimation in VANETs Roscher, Karsten; Nitsche, Thomas; Knorr, Rudi	Konferenzbeitrag Volltext
2017	Licht bringen in die Datenkugel Klaiber, Stefan	Zeitschriftenaufsatz
2017	Machine Learning für die Smarte Produktion Ernis, Gunar; Kamp, Michael	Zeitschriftenaufsatz
2017	Movies tags extraction using deep learning Khan, Umair Ali; Ejaz, Naveed; Martinez-del-Amor, Miguel A.; Sparenberg, Heiko	Konferenzbeitrag
2017	Noise-insensitive no-reference image blur estimation by convolutional neural networks Wegner, Daniel; Körber, Michael; Repasi, Endre	Konferenzbeitrag
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	Person re-identification across aerial and ground-based cameras by deep feature fusion Schumann, A.; Metzler, Jürgen	Konferenzbeitrag Volltext
2017	Projecting our past to the future - challenges and results: The case of Asinou church Papaefthymiou, M.; Nikolakopoulou, V.; Leventis, G.; Domajnko, Matevz; Ioannides, M.; Papagiannakis, G.; Santos, Pedro	Konferenzbeitrag
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	Towards a surgical phase detection using Markov Logic Networks Philipp, P.; Bleier, J.; Fischer, Yvonne; Beyerer, Jürgen	Konferenzbeitrag Volltext
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	Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge Setio, A.A.A.; Traverso, A.; Bel, T. de; Berens, M.S.N.; Bogaard, C. van den; Cerello, P.; Chen, H.; Dou, Q.; Fantacci, M.E.; Geurts, B.; Gugten, R.V.D.; Heng, P.A.; Jansen, B.; Kaste, M.M.J. de; Kotov, V.; Lin, J.Y.-H.; Manders, J.T.M.C.; Sóñora-Mengana, A.; García-Naranjo, J.C.; Papavasileiou, E.; Prokop, M.; Saletta, M.; Schaefer-Prokop, C.M.; Scholten, E.T.; Scholten, L.; Snoeren, M.M.; Torres, E.L.; Vandemeulebroucke, J.; Walasek, N.; Zuidhof, G.C.A.; Ginneken, B. van; Jacobs, C.	Zeitschriftenaufsatz
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	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	AAC encoding detection and bitrate estimation using a convolutional neural network Seichter, Daniel; Cuccovillo, Luca; Aichroth, Patrick	Konferenzbeitrag
2016	Adaptive semantics visualization Nazemi, Kawa	Dissertation
2016	Automatic classification of cornea tissues for autofocus algorithm Bartschat, Andreas; Kuijper, Arjan (Gutachter)	Master Thesis
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	Computational Models of Argument: Proceedings of COMMA 2016, 6th International Conference on Computational Models of Argument, September 13th-16th 2016, Potsdam Baroni, Pietro (Ed.); Gordon, Thomas F. (Ed.); Scheffler, Tatjana (Ed.); Stede, Manfred (Ed.)	Tagungsband Volltext
2016	Deep person re-identification in aerial images Schumann, A.; Schuchert, Tobias	Konferenzbeitrag
2016	Entwicklung eines Klassifikationsansatzes zur Segmenterkennung im SPNV auf Grundlage von mobilen Sensordaten Keil, Wolfram; Michler, Oliver; Balzer, Paul (Betreuer); Pretzsch, Sebastian	Diplomarbeit
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	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	Language modeling using semantic web & neural networks Bhardwaj, Pallavi	Master Thesis Volltext
2016	Stereo-image normalization of voluminous objects improves textile defect recognition Siegmund, Dirk; Kuijper, Arjan; Braun, Andreas	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	Visual-interactive segmentation of multivariate time series Bernard, Jürgen; Dobermann, Eduard; Bögl, Markus; Röhlig, Martin; Vögele, Anna; Kohlhammer, Jörn	Konferenzbeitrag
2015	Acoustic tracking of hand activities on surfaces Braun, Andreas; Krepp, Stefan; Kuijper, Arjan	Konferenzbeitrag
2015	Automatic texture and orthophoto generation from registered panoramic views Krispel, Ulrich; Evers, Henrik Leander; Tamke, Martin; Viehauser, Robert; Fellner, Dieter W.	Konferenzbeitrag Volltext
2015	Bewertung des Kommunikationsverhaltens eingebetteter Systeme mit Hilfe selbstlernender Verfahren Langer, Falk; Knorr, Rudi (Erstgutachter); Knapp, Alexander (Zweitgutachter)	Dissertation Volltext
2015	Challenges in representation learning: A report on three machine learning contests Goodfellow, Ian J.; Erhan, Dumitru; Carrier, Pierre Luc; Courville, Aaron; Mirza, Mehdi; Hamner, Ben; Cukierski, Will; Tang, Yichuan; Thaler, David; Lee, Dong-Hyun; Zhou, Yingbo; Ramaiah, Chetan; Feng, Fangxiang; Li, Ruifan; Wang, Xiaojie; Athanasakis, Dimitris; Shawe-Taylor, John; Milakov, Maxim; Park, John; Ionescu, Radu; Popescu, Marius; Grozea, Cristian; Bergstra, James; Xie, Jingjing; Romaszko, Lukasz; Xu, Bing; Chuang, Zhang; Bengio, Yoshua	Zeitschriftenaufsatz
2015	Cloud-based event detection platform for water distribution networks using machine-learning algorithms Kühnert, Christian; Baruthio, M.; Bernard, Thomas; Steinmetz, C.; Weber, J.-M.	Zeitschriftenaufsatz Volltext
2015	Data-driven anomaly detection in cyber-physical production systems Niggemann, Oliver; Frey, Christian	Zeitschriftenaufsatz
2015	Design, implementation, and assessment of predictive cognitive channel access for industrial communication in the 2.4 GHz ISM band Pant, Dheeraj; Mähönen, Petri (Supervisor); Petrova, Marina (Supervisor); Achtzehn, Andreas (Supervisor); Saad, Ahmad (Supervisor)	Master Thesis
2015	Evaluation of statistical methods for the evaluation of observer trials for the assessment of the effectiveness of signature measures Dunau, Patrick; Fitz, Daniel; Stein, Karin	Konferenzbeitrag
2015	ExerSeat - sensor-supported exercise system for ergonomic microbreaks Braun, Andreas; Schembri, Ingrid; Frank, Sebastian	Konferenzbeitrag
2015	Generative training for 3D-retrieval Grabner, Harald; Ullrich, Torsten; Fellner, Dieter W.	Konferenzbeitrag
2015	Hochpräzise Algorithmen zur Detektion von Armen für Interaktionssysteme aus kapazitiven Abstandssensoren Alekseew, Michael; Kuijper, Arjan (1. Gutachter); Braun, Andreas (2. Gutachter)	Master Thesis
2015	Large scale classification of spectral signatures Richter, M.; Längle, Thomas; Beyerer, Jürgen	Zeitschriftenaufsatz
2015	Weighted integration of neighbors distance ratio in multi-biometric fusion Damer, Naser; Nouak, Alexander	Konferenzbeitrag
2014	Denkverbote für Star-Trek-Computer? Türpe, Sven; Selzer, Annika; Poller, Andreas; Bedner, Mark	Zeitschriftenaufsatz Volltext
2014	A self-learning approach for validation of communication in embedded systems Langer, Falk; Oswald, Erik	Konferenzbeitrag Volltext
2014	Sixth sense - air traffic control prediction scenario augmented by sensors Silva, Nelson; Settgast, Volker; Eggeling, Eva; Grill, Florian; Zeh, Theodor; Fellner, Dieter W.	Konferenzbeitrag
2014	Unsichtbare Erkennung von Berührungen über akustisches Tracking Krepp, Stefan; Kuijper, Arjan (Gutachter); Braun, Andreas (Betreuer)	Master Thesis
2014	User similarity and deviation analysis for adaptive visualizations Nazemi, Kawa; Retz, Wilhelm; Kohlhammer, Jörn; Kuijper, Arjan	Konferenzbeitrag
2014	Water quality supervision of distribution networks based on machine learning algorithms and operator feedback Kühnert, Christian; Bernard, Thomas; Montalvo Arango, R.; Nitsche, R.	Zeitschriftenaufsatz Volltext
2013	Challenges in representation learning: A report on three machine learning contests Goodfellow,Ian J.; Erhan, Dumitru; Carrier, Pierre Luc; Courville, Aaron C.; Mirza, Mehdi; Hamner, Benjamin; Cukierski, William; Tang, Yichuan; Thaler, David; Lee, Dong-Hyun; Zhou, Yingbo; Ramaiah, Chetan; Feng, Fangxiang; Li, Ruifan; Wang, Xiaojie; Athanasakis, Dimitris; Shawe-Taylor, John; Milakov, Maxim; Park, John; Ionescu, Radu-Tudor; Popescu, Marius; Grozea, Cristian; Bergstra, James; Xie, Jingjing; Romaszko, Lukasz; Xu, Bing; Zhang, Chuang; Bengio, Yoshua	Bericht Volltext
2013	Challenges in representation learning: A report on three machine learning contests Goodfellow, Ian J.; Erhan, Dumitru; Carrier, Pierre Luc; Courville, Aaron C.; Mirza, Mehdi; Hamner, Benjamin; Cukierski, William; Tang, Yichuan; Thaler, David; Lee, Dong-Hyun; Zhou, Yingbo; Ramaiah, Chetan; Feng, Fangxiang; Li, Ruifan; Wang, Xiaojie; Athanasakis, Dimitris; Shawe-Taylor, John; Milakov, Maxim; Park, John; Ionescu, Radu-Tudor; Popescu, Marius; Grozea, Cristian; Bergstra, James; Xie, Jingjing; Romaszko, Lukasz; Xu, Bing; Zhang, Chuang; Bengio, Yoshua	Konferenzbeitrag
2013	An efficient knowledge based system for the prediction of the technical feasibility of sheet metal forming processes Steffes-lai, Daniela; Turck, Sven; Klimmek, Christian; Clees, Tanja	Konferenzbeitrag
2013	Fitpit - fitness cockpit: Information system to optimize training schedules in rehabilitation Meister, Sven; Schafer, Sven; Stahlmann, Valentin; Wilking, Tim; Kandyba, Andriy	Konferenzbeitrag Volltext
2013	Introducing the Carneades web application Gordon, Thomas F.	Konferenzbeitrag Volltext
2013	Maschinelles Lernen, Mustererkennung in der Bildverarbeitung Binder, Alexander; Meinecke, Frank C.; Bießmann, Felix; Kawanabe, Motoaki; Müller, Klaus-Robert	Aufsatz in Buch
2013	Model-based pancreas segmentation in portal venous phase contrast-enhanced CT images Hammon, Matthias; Cavallaro, Alexander; Erdt, Marius; Dankerl, Peter; Kirschner, Matthias; Drechsler, Klaus; Wesarg, Stefan; Uder, Michael; Janka, Rolf	Zeitschriftenaufsatz
2013	Synaptic behavior and STDP of asymmetric nanoscale memristors in biohybrid systems Williamson, A.; Schumann, L.; Hiller, L.; Klefenz, F.; Hoerselmann, I.; Husar, P.; Schober, A.	Zeitschriftenaufsatz
2013	Time Series Forecasting using Sparse Grids Garcke, J.; Gerstner, T.; Griebel, M.	Studie Volltext
2013	A well-posed parameter-free model for nonlinear diffusion and its applications in mobile image processing Thürck, Daniel; Kuijper, Arjan (Supervisor)	Bachelor Thesis

Diese Publikationsliste wurde aus der Publikationsdatenbank Fraunhofer-Publica erstellt.