Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2017Anomaly detection in industrial networks using machine learning: A roadmap
Meshram, A.; Haas, Christian
Konferenzbeitrag
2017Approaches and challenges in the visual-interactive comparison of human motion data
Bernard, Jürgen; Vögele, Anna; Klein, Reinhard; Fellner, Dieter W.
Konferenzbeitrag
2017CapSoles: Who Is Walking on What Kind of Floor?
Matthies, Denys J.C.; Roumen, Thijs; Kuijper, Arjan; Urban, Bodo
Konferenzbeitrag
2017Combining cluster and outlier analysis with visual analytics
Bernard, Jürgen; Dobermann, Eduard; Sedlmair, Michael; Fellner, Dieter W.
Konferenzbeitrag
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
2017Emotion detection by evaluating activities for smart home appliances
Joshi, Dhanashree Jayant
: Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)
Master Thesis
2017Fiber defect detection of inhomogeneous voluminous textiles
Siegmund, Dirk; Samartzidis, Timotheos; Fu, Biying; Braun, Andreas; Kuijper, Arjan
Konferenzbeitrag
2017Initialisierung des Trackings mit Hilfe von Machine-Learning-Verfahren
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich
Aufsatz in Buch
2017Online Learning Verfahren für markerloses Tracking
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich
Aufsatz in Buch
2017Potentials of Industrie 4.0 and Machine Learning for Mechanical Joining
Jäckel, Mathias
Konferenzbeitrag
2017Steps towards question answering with deep neural memory networks
Ahmed, Sajawel
: Zicari, Roberto V.; Kindermann, Jörg
Master Thesis
2017Towards a surgical phase detection using Markov Logic Networks
Philipp, P.; Bleier, J.; Fischer, Yvonne; Beyerer, Jürgen
Konferenzbeitrag
2017A unified process for visual-interactive labeling
Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang
Konferenzbeitrag
2017Visual-interactive semi-supervised labeling of human motion capture data
Bernard, Jürgen; Dobermann, Eduard; Vögele, Anna; Krüger, Björn; Kohlhammer, Jörn; Fellner, Dieter W.
Konferenzbeitrag
2016Adaptive semantics visualization
Nazemi, Kawa
Dissertation
2016Automatic classification of cornea tissues for autofocus algorithm
Bartschat, Andreas
: Kuijper, Arjan (Gutachter)
Master Thesis
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
Konferenzbeitrag
2016Entwicklung und Evaluierung eines Systems zur bildbasierten Detektion von Fehlern in Stoffen
Zeltser, Anton
: Kuijper, Arjan (1. Gutachten); Kähm, Olga (2. Gutachten)
Master Thesis
2016Exploring machine learning object classification for interactive proximity surfaces
Braun, Andreas; Alekseew, Michael; Kuijper, Arjan
Konferenzbeitrag
2016Extracting conceptual interoperability constraints from API documentation using machine learning
Abukwaik, Hadil; Abujayyab, Mohammed; Humayoun, Shah Rukh; Rombach, H. Dieter
Konferenzbeitrag
2016Quality rating of silicon wafers - a pattern recognition approach
Demant, Matthias
: Weber, E.; Brox, T.
Dissertation
2016SnoReport 2.0. New features and a refined support vector machine to improve snoRNA identification
Araujo Oliviera, João Victor de; Costa, Fabrizio; Backofen, Rolf; Stadler, Peter F.; Machado Telles Walter, Maria Emilía; Hertel, Jana
Zeitschriftenaufsatz, Konferenzbeitrag
2016Stereo-image normalization of voluminous objects improves textile defect recognition
Siegmund, Dirk; Kuijper, Arjan; Braun, Andreas
Konferenzbeitrag
2016Towards seamless analysis of software interoperability: Automatic identification of conceptual constraints in API documentation
Abukwaik, Hadil; Abujayyab, Mohammed; Rombach, H. Dieter
Konferenzbeitrag
2016Unsupervised learning algorithm using multiple electrical low and high frequency features for the task of load disaggregation
Bernard, Timo; Marx, Michael
Konferenzbeitrag
2016Visual-interactive segmentation of multivariate time series
Bernard, Jürgen; Dobermann, Eduard; Bögl, Markus; Röhlig, Martin; Vögele, Anna; Kohlhammer, Jörn
Konferenzbeitrag
2015Approaches for monitoring the energy consumption with machine learning methods
Gebbe, Christian; Glasschröder, Johannes; Reinhart, Gunther
Konferenzbeitrag
2015Bewertung des Kommunikationsverhaltens eingebetteter Systeme mit Hilfe selbstlernender Verfahren
Langer, Falk
: Knorr, Rudi (Erstgutachter); Knapp, Alexander (Zweitgutachter)
Dissertation
2015Challenges 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, Konferenzbeitrag
2015Cloud-based event detection platform for water distribution networks using machine-learning algorithms
Kühnert, Christian; Baruthio, M.; Bernard, Thomas; Steinmetz, C.; Weber, J.-M.
Zeitschriftenaufsatz, Konferenzbeitrag
2015Cognitive parameter adaption for model based control systems
Schmid, Martin; Berger, Simon; Reinhart, Gunther
Zeitschriftenaufsatz, Konferenzbeitrag
2015Data-driven anomaly detection in cyber-physical production systems
Niggemann, Oliver; Frey, Christian
Zeitschriftenaufsatz
2015Driver drowsiness detection based on novel eye openness recognition method and unsupervised feature learning
Han, Wei; Yang, Yan; Huang, Guang-Bin; Sourina, Olga; Klanner, Felix; Denk, Cornelia
Konferenzbeitrag
2015Driver workload detection in on-road driving environment using machine learning
Yang, Yan; Sun, Haoqi; Liu, Tianchi; Huang, Guang-Bin; Sourina, Olga
Konferenzbeitrag
2015Evaluation 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
2015ExerSeat - sensor-supported exercise system for ergonomic microbreaks
Braun, Andreas; Schembri, Ingrid; Frank, Sebastian
Konferenzbeitrag
2015Generative training for 3D-retrieval
Grabner, Harald; Ullrich, Torsten; Fellner, Dieter W.
Konferenzbeitrag
2015Hochpräzise Algorithmen zur Detektion von Armen für Interaktionssysteme aus kapazitiven Abstandssensoren
Alekseew, Michael
: Kuijper, Arjan (1. Gutachter); Braun, Andreas (2. Gutachter)
Master Thesis
2015Identifying ISI-indexed articles by their lexical usage: A text analysis approach
Moohebat, Mohammadreza; Raj, Ram Gopal; Thorleuchter, Dirk
Zeitschriftenaufsatz
2015Large scale classification of spectral signatures
Richter, M.; Längle, Thomas; Beyerer, Jürgen
Zeitschriftenaufsatz
2015Machine learning reveals different brain activities in visual pathway during TOVA Test
Sun, Haoqi; Sourina, Olga; Yang, Yan; Huang, Guang-Bin; Denk, Cornelia; Klanner, Felix
Konferenzbeitrag
2014Deep Learning
Ruhlig, Klaus
Zeitschriftenaufsatz
2014Sixth sense - air traffic control prediction scenario augmented by sensors
Silva, Nelson; Settgast, Volker; Eggeling, Eva; Grill, Florian; Zeh, Theodor; Fellner, Dieter W.
Konferenzbeitrag
2014User similarity and deviation analysis for adaptive visualizations
Nazemi, Kawa; Retz, Wilhelm; Kohlhammer, Jörn; Kuijper, Arjan
Konferenzbeitrag
2014Water quality supervision of distribution networks based on machine learning algorithms and operator feedback
Kühnert, Christian; Bernard, Thomas; Montalvo Arango, R.; Nitsche, R.
Zeitschriftenaufsatz, Konferenzbeitrag
2013Challenges 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
2013Challenges 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
2013Cognitive parameter adaption in regular control structures
Schmid, Martin; Berger, Simon; Reinhart, Gunther
Konferenzbeitrag
2013Fitpit - fitness cockpit: Information system to optimize training schedules in rehabilitation
Meister, Sven; Schafer, Sven; Stahlmann, Valentin; Wilking, Tim; Kandyba, Andriy
Konferenzbeitrag
2013Maschinelles Lernen, Mustererkennung in der Bildverarbeitung
Binder, Alexander; Meinecke, Frank C.; Bießmann, Felix; Kawanabe, Motoaki; Müller, Klaus-Robert
Aufsatz in Buch
2013Model-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
2013Quantitative measurements of model interpretability for the analysis of spectral data
Backhaus, Andreas; Seiffert, Udo
Konferenzbeitrag
2013Time Series Forecasting using Sparse Grids
Garcke, J.; Gerstner, T.; Griebel, M.
Studie
2013A well-posed parameter-free model for nonlinear diffusion and its applications in mobile image processing
Thürck, Daniel
: Kuijper, Arjan (Supervisor)
Bachelor Thesis
2012Anomaly detection at "supersonic" speed
Grozea, Cristian; Laskov, Pavel
Zeitschriftenaufsatz
2012ESWT - tracking organs during focused ultrasound surgery
Grozea, C.; Lübke, D.; Dingeldey, F.; Schiewe, M.; Gerhardt, J.; Schumann, C.; Hirsch, J.
Konferenzbeitrag
2012Kernel methods and string kernels for authorship analysis
Popescu, Marius; Grozea, Cristian
Konferenzbeitrag
2012Learning behavior models for hybrid timed systems
Niggemann, Oliver; Stein, Benno; Maier, Alexander; Vodencarevic, Asmir; Kleine Büning, H.
Konferenzbeitrag
2012Learning rotation-aware features: From invariant priors to equivariant descriptors
Schmidt, Uwe; Roth, Stefan
Konferenzbeitrag
2012Properties of the solution of L2-support vector machine as a function of regularization parameter
Doktorski, L.
Zeitschriftenaufsatz
2012Solving modeling problems with machine learning - a classification scheme of model learning approaches for technical systems
Niggemann, Oliver; Stein, B.; Maier, A.
Konferenzbeitrag
2012Vector quantization based learning algorithms for mixed data types and their application in cognitive support systems for biomedical research
Zühlke, Dietlind
Dissertation
2012Windertragsprognose mit Echo State Networks
Kobialka, Hans-Ulrich
Konferenzbeitrag
2011Conditional random fields for named entity recognition. Feature selection and optimization in biology and chemistry
Klinger, R.
Dissertation
2011Field of experts
Roth, Stefan; Black, Michael
Aufsatz in Buch
2011Machine learning for document structure recognition
Paaß, Gerhard; Konya, Iuliu
Aufsatz in Buch
2011Non-IAPR workshop report: DAGM2010
Kuijper, Arjan
Zeitschriftenaufsatz
2011Semantic technology classification - a defence and security case study
Thorleuchter, Dirk; Poel, Dirk van den
Konferenzbeitrag
2011Steerable random fields for image restoralion
Roth, Stefan; Black, Michael
Aufsatz in Buch
2011Study 7 - A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies
Thorleuchter, D.; Poel, D. van den; Prinzie, A.
Aufsatz in Buch
2010A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies
Thorleuchter, D.; Poel, D. van den; Prinzie, A.
Bericht
2010A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies
Thorleuchter, D.; Poel, D. van den; Prinzie, A.
Zeitschriftenaufsatz
2010Identification and classification of small RNAs in transcriptome sequence data
Langenberger, D.; Bermudez-Santana, Clara; Stadler, Peter F.; Hoffmann, Steve
Konferenzbeitrag
2010Visual human traits recognition
Tausch, Reimar
: Jung, Christoph (Betreuer)
Master Thesis
2009AntiPhish - lessons learnt
Bergholz, A.
Konferenzbeitrag
2009Composite kernels for relation extraction
Reichartz, F.; Korte, H.; Paaß, G.
Konferenzbeitrag
2009Fields of experts
Roth, Stefan; Black, Michael
Zeitschriftenaufsatz
2009A generic approach to topic models
Heinrich, Gregor
Konferenzbeitrag
2009Learning partially observed Markov random fields from noisy image data
Deckert, Florian
: Roth, Stefan (Betreuer)
Diplomarbeit
2009Linear-projection-based classification of human postures in time-of-flight data
Wientapper, Folker; Ahrens, Katrin; Wuest, Harald; Bockholt, Ulrich
Konferenzbeitrag
2009Parameter estimation for text analysis
Heinrich, Gregor
Bericht
2009Towards workflow acquisition of assembly skills using hidden markov models
Webel, Sabine; Staykova, Yana; Bockholt, Ulrich
Konferenzbeitrag
2009Variational Bayes for generic topic models
Heinrich, Gregor; Goesele, Michael
Konferenzbeitrag
2008KI 2008. Advances in artificial intelligence. 31st Annual German Confernce on AI
: Dengel, A.R.; Berns, K.; Breuel, T.M.; Bomarius, F.; Roth-Berghofer, T.R.
Tagungsband
2008Konzepte für die Merkmalsextraktion und Klassifikation zur automatischen optischen Analyse des Laserschweißprozesses
Daßler, S.
Diplomarbeit
2008Learning optical flow
Sun, Deqing; Roth, Stefan; Lewis, J.P.; Black, Michael
Konferenzbeitrag
2008Prozessdiagnose und Monitoring feldbusbasierter Automatisierungsanlagen mittels selbstorganisierender Karten und Watershed-Transformation
Frey, C.W.
Zeitschriftenaufsatz
2007Classical probabilistic models and conditional random fields
Klinger, R.; Tomanek, K.
Bericht
2007Feature management for efficient camera tracking
Wuest, Harald; Pagani, Alain; Stricker, Didier
Konferenzbeitrag
2007Klassifikation und Merkmalsselektion mikroskopischer Objekte
Ohl, Stephan
: Blech, Michael (Betreuer)
Diplomarbeit
2007Learning-based methods for the analysis of intralimb-coordination and adaptation of locomotor patterns in cerebellar patients
Ilg, Winfried; Rörig, R.; Thier, Peter; Giese, Martin A.
Konferenzbeitrag
2007Lessons learned and results from applying data-driven cost estimation to industrial data sets
Heidrich, Jens; Trendowicz, Adam; Münch, Jürgen; Ishigai, Yasushi; Yokoyama, Kenji; Kikuchi, Nahomi; Kawaguchi, T
Konferenzbeitrag
2007Two level discriminative training for audio events recognition in sport broadcasts
Biatov, K.
Konferenzbeitrag
2006Entwicklung eines Objekterkennungsverfahrens zur Initialisierung einer Augmented-Reality-Anwendung
Wagner, S.
: Stricker, D. (Prüfer)
Diplomarbeit
2006A refinement operator for outerplanar graphs
Horváth, T.; Akutsu, T.; Wrobel, S.
Konferenzbeitrag
2006Towards open-ended 3D rotation and shift invariant object detection for robot companions
Kubacki, J.; Baum, W.
Konferenzbeitrag
2005Biological and chemical entity recognition from text using conditional random fields (CRF)
Revillion, T.; Friedrich, C.M.; Fluck, J.; Hofmann, M.
Poster
2005Maintaining experience to learn: Case studies on case-based reasoning and experience factory
Althoff, K.-D.; Mänz, J.; Nick, M.
Konferenzbeitrag
2002Applying decision tree methodology for rules extraction under cognitive constraints
Müller, W.; Wiederhold, E.
Zeitschriftenaufsatz
2002Augmenting the knowledge bandwidth and connecting heterogeneous expert communities through uncovering tacit knowledge
Novak, J.; Fleischmann, M.; Strauss, W.; Schneider, M.; Wurst, M.; Morik, K.; Ziegler, A.; Kunz, C.
Konferenzbeitrag
2002Automatic generation of fuzzy logic rule bases: Example I
Surmann, H.; Selenschtschikow, A.
Konferenzbeitrag
2001Embodied cognitive science, intelligent behavior control, machine learning, soft computing and FPGA Integration. Towards fast, cooperative and adversarial robot team (RoboCup)
Chohra, A.
Bericht
2001Incremental Maximization of Non-Instance-Averaging Utility Functions with Applications to Knowledge Discovery Problems
Wrobel, S.; Scheffer, T.
Konferenzbeitrag
2001Towards discovery of deep and wide first-order structures: a case study in the domain of mutagenicity
Horváth, T.; Wrobel, S.
Konferenzbeitrag
2000The product homomorphism method and its applications to learning logic programs
Horvath, T.
Buch
1998An incremental approach to document structure recognition
Xu, Y.
: Neuhold, E.J. (Prüfer); Encarnacao, J.L. (Prüfer)
Dissertation
1998Simulation based on learning methods
Westkämper, E.; Pirron, J.; Schmidt, T.
Zeitschriftenaufsatz
1997Characterizing and modeling the cost of rework in a library of reusable software components
Basili, V.R.; Condon, S.; Emam, K. el; Hendrick, R.B.; Melo, W.L.
Konferenzbeitrag
1997Development of an Adaptive Simulation System
Westkämper, E.; Pirron, J.; Schmidt, T.
Zeitschriftenaufsatz
1997Kommunikation im Zeitalter der Informationsgesellschaft: der Kommunikations-Agent
Höppner, S.
Konferenzbeitrag
1996Inductive logic programming
Wrobel, S.
Aufsatz in Buch
1996Machine learning: Case studies of an interdisciplinary approach
Emde, W.
Aufsatz in Buch
1995Automatic synthesis of control programs by combination of learning and problem solving methods
Müller, W.; Wysotzki, F.
Konferenzbeitrag
1995Hybrid classification - using axis-parallel and oblique subdivisions of the attribute space
Schulmeister, B.; Bleich, M.
Konferenzbeitrag
1994Automatic construction of decision trees for classification
Müller, W.; Wysotzki, F.
Zeitschriftenaufsatz
1994Machine learning for protein structure prediction
Selbig, J.
Konferenzbeitrag
1994The piecewise linear classifier DIPOL92
Schulmeister, B.; Wysotzki, F.
Konferenzbeitrag
1993Cooperation of data-driven and model-based induction methods for relational learning
Sommer, E.
Konferenzbeitrag
1992Applying machine learning methods for finding significant amino acid properlies in proteins
Selbig, J.; Kaden, F.; Koch, I.
Zeitschriftenaufsatz
1992Concept formation as emergent phenomena
Patel, M.; Schnepf, U.
Konferenzbeitrag
1991Concept formation as emergent phenomena
Patel, M.J.; Schnepf, U.
Bericht
1991Integration of learning approaches for maintenance tasks
Weiß, S.; Specht, D.; Spur, G.
Zeitschriftenaufsatz
1991Organisation of robot behaviour through genetic learning processes
Dorigo, Marco; Schnepf, U.
Konferenzbeitrag
1990A bootstrapping approach to robot intelligence
Dorigo, M.; Schnepf, U.
Bericht