Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
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
2019Automated and Predictive Risk Assessment in Modern Manufacturing Based on Machine Learning
Müller, Tobias; Kiesel, Raphael; Schmitt, Robert
Conference Paper
2019Bewertung subjektiver und automatisierter Merkmalsextraktion periodischer Zeitsignale am Beispiel des 3MA-X8-Verfahrens
Youssef, Sargon; Zimmer, Cyril; Szielasko, Klaus; Schütze, Andreas
Journal Article
2019Comparative Study of Machine Learning Methods for In-Vehicle Intrusion Detection
Berger, Ivo; Rieke, Roland; Kolomeets, Maxim; Chechulin, Andrey; Kotenko, Igor
Conference Paper
2019Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems
Balzereit, Kaja; Maier, Alexander; Barig, Björn; Hutschenreuther, Tino; Niggemann, Oliver
Conference Paper
2019Deduction of time-dependent machine tool characteristics by fuzzy-clustering
Frieß, Uwe; Kolouch, Martin; Putz, Matthias
Conference Paper
2019Digitale Prozessanalyse im Krankenhaus
Laciok, Sylvia; Wibbeling, Sebastian
Journal Article
2019High accuracy beam splitting using spatial light modulator combined with machine learning algorithms
Mikhaylov, Dmitriy; Zhou, Baifan; Kiedrowski, Thomas; Mikut, Ralf; Lasagni, Andrés-Fabián
Journal Article
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
2019A machine learning assisted approach for textile formability assessment and design improvement of composite components
Zimmerling, Clemens; Dörr, Dominik; Henning, Frank; Kärger, Luise
Journal Article
2019Machine learning estimates of plug-in hybrid electric vehicle utility factors
Goebel, David; Plötz, Patrick
Journal Article
2019A mixture of experts approach to handle ambiguities in parameter identification problems in material modeling
Morand, L.; Helm, D.
Journal Article
2019An Overview of User Feedback Classification Approaches
Santos, Rubens; Groen, Eduard C.; Villela, Karina
Conference Paper
2019A Process Model for Enhancing Digital Assistance in Knowledge-Based Maintenance
Kovacs, Klaudia; Ansari, F.; Geisert, Claudio; Uhlmann, E.; Glawar, R.; Sihn, W.
Conference Paper
2019Schnelle Materialprüfung im Fertigungsprozess
Koster, Dirk
Journal Article
2019A Study on Trust in Black Box Models and Post-hoc Explanations
El Bekri, Nadia; Kling, J.; Huber, M.
Conference Paper
2018Advanced methods in NDE using machine learning approaches
Wunderlich, Christian; Tschöpe, Constanze; Duckhorn, Frank
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
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 maritimen Logistik
Scheidweiler, Tina
Presentation
2018Comparing visual-interactive labeling with active learning: An experimental study
Bernard, Jürgen; Hutter, Marco; Zeppelzauer, Matthias; Fellner, Dieter W.; Sedlmair, Michael
Journal Article
2018Compositional optimization of hard-magnetic phases with machine-learning models
Möller, J.; Körner, W.; Krugel, G.; Urban, D.F.; Elsässer, C.
Journal Article
2018Designing self-aware textiles
Gutjahr, Christian
: Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)
Master Thesis
2018Enormer Wissenstransfer nötig
Leveling, Jens; Barck, Rainer
Journal Article
2018Hyperspectral imaging using laser excitation for fast raman and fluorescence hyperspectral imaging for sorting and quality control applications
Gruber, Florian; Wollmann, Philipp; Grählert, Wulf; Kaskel, Stefan
Journal Article
2018Künstliche Intelligenz für die Logistik
Schwede, Christian
Journal Article
2018Künstliche Intelligenz in der Logistik
Leveling, Jens
Presentation
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
2018MaLiTuP - Machine Learning in Theory and Practis
Scheidweiler, Tina; Kastner, Marvin; Burmeister, Hans-Christoph
Poster
2018Mit maschinellem Lernen zur intelligenten Produktion
Grollmisch, Sascha
Presentation
2018Optimisation Method for the Clear Sky PV Forecast Using Power Records from Arbitrarily Oriented Panels
Thomas, Jorge A.
Conference Paper
2018Port Call Optimization by Estimating Ships' Time of Arrival
Jahn, Carlos; Scheidweiler, Tina
Presentation
2018Predicting observer's task from eye movement patterns during motion image analysis
Hild, Jutta; Voit, Michael; Kühnle, Christian; Beyerer, Jürgen
Conference Paper
2018Proactive support for conceptual interoperability analysis of software units
Abukwaik, Hadil
: Rombach, Dieter; Reussner, R.; Deßloch, S.
Dissertation
2018Selbstständig und selbstlernend
Barck, Rainer
Journal Article
2018Smart self-sufficient wireless current sensor
Hennig, Andreas; Gembaczka, Pierre; Cousin, Linda; Grabmaier, Anton
Conference Paper
2018VIAL: a unified process for visual interactive labeling
Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang
Journal Article
2017Anomaly detection in industrial networks using machine learning: A roadmap
Meshram, A.; Haas, Christian
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
2017CapSoles: Who Is Walking on What Kind of Floor?
Matthies, Denys J.C.; Roumen, Thijs; Kuijper, Arjan; Urban, Bodo
Conference Paper
2017Combining cluster and outlier analysis with visual analytics
Bernard, Jürgen; Dobermann, Eduard; Sedlmair, Michael; Fellner, Dieter W.
Conference Paper
2017Comparing machine learning approaches for fall risk assessment
Silva, Joana; Madureira, Joao; Tonelo, Claudia; Baltazar, Daniela; Silva, Catarina; Martins, Anabela Correia; Alcobia, Carlos; Sousa, Ines
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
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
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
Conference Paper
2017Fusion of camera and inertial motion capturing unit for entire human-robot-interaction
Poshtiri, Azam Haghighi; Bdiwi, Mohamad
Master Thesis
2017Initialisierung des Trackings mit Hilfe von Machine-Learning-Verfahren
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich
Book Article
2017Know thy neighbor - a data-driven approach to neighborhood estimation in VANETs
Roscher, Karsten; Nitsche, Thomas; Knorr, Rudi
Conference Paper
2017Large-Scale Automated Sleep Staging
Sun, Haoqi; Jia, Jian; Goparaju, Balaji; Huang, Guang-Bin; Sourina, Olga; Bianchi, Matt Travis; Westover, Brandon M.
Journal Article
2017Machine Learning für die Smarte Produktion
Ernis, Gunar; Kamp, Michael
Journal Article
2017Material-based process-chain optimization in metal forming
Morand, L.; Pagenkopf, J.; Helm, D.
Journal Article, Conference Paper
2017Online Learning Verfahren für markerloses Tracking
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich
Book Article
2017Potentials of Industrie 4.0 and Machine Learning for Mechanical Joining
Jäckel, Mathias
Conference Paper
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
2017Towards a surgical phase detection using Markov Logic Networks
Philipp, P.; Bleier, J.; Fischer, Yvonne; Beyerer, Jürgen
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
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
2016Adaptive semantics visualization
Nazemi, Kawa
Dissertation
2016Automatic classification of cornea tissues for autofocus algorithm
Bartschat, Andreas
: Kuijper, Arjan (Gutachter)
Master Thesis
2016Body location independent activity monitoring
Figueira, Carina; Matias, Ricardo; Gamboa, Hugo
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
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
Conference Paper
2016Extracting conceptual interoperability constraints from API documentation using machine learning
Abukwaik, Hadil; Abujayyab, Mohammed; Humayoun, Shah Rukh; Rombach, H. Dieter
Conference Paper
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
Journal Article, Conference Paper
2016Stereo-image normalization of voluminous objects improves textile defect recognition
Siegmund, Dirk; Kuijper, Arjan; Braun, Andreas
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
2016Unsupervised learning algorithm using multiple electrical low and high frequency features for the task of load disaggregation
Bernard, Timo; Marx, Michael
Conference Paper
2016Visual-interactive segmentation of multivariate time series
Bernard, Jürgen; Dobermann, Eduard; Bögl, Markus; Röhlig, Martin; Vögele, Anna; Kohlhammer, Jörn
Conference Paper
2015Acoustic tracking of hand activities on surfaces
Braun, Andreas; Krepp, Stefan; Kuijper, Arjan
Conference Paper
2015Approaches for monitoring the energy consumption with machine learning methods
Gebbe, Christian; Glasschröder, Johannes; Reinhart, Gunther
Conference Paper
2015Automatic texture and orthophoto generation from registered panoramic views
Krispel, Ulrich; Evers, Henrik Leander; Tamke, Martin; Viehauser, Robert; Fellner, Dieter W.
Conference Paper
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
Journal Article, Conference Paper
2015Cloud-based event detection platform for water distribution networks using machine-learning algorithms
Kühnert, Christian; Baruthio, M.; Bernard, Thomas; Steinmetz, C.; Weber, J.-M.
Journal Article, Conference Paper
2015Cognitive parameter adaption for model based control systems
Schmid, Martin; Berger, Simon; Reinhart, Gunther
Journal Article, Conference Paper
2015Data-driven anomaly detection in cyber-physical production systems
Niggemann, Oliver; Frey, Christian
Journal Article
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
Conference Paper
2015Driver workload detection in on-road driving environment using machine learning
Yang, Yan; Sun, Haoqi; Liu, Tianchi; Huang, Guang-Bin; Sourina, Olga
Conference Paper
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
Conference Paper
2015ExerSeat - sensor-supported exercise system for ergonomic microbreaks
Braun, Andreas; Schembri, Ingrid; Frank, Sebastian
Conference Paper
2015Generative training for 3D-retrieval
Grabner, Harald; Ullrich, Torsten; Fellner, Dieter W.
Conference Paper
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
Journal Article
2015Large scale classification of spectral signatures
Richter, M.; Längle, Thomas; Beyerer, Jürgen
Journal Article
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
Conference Paper
2014Deep Learning
Ruhlig, Klaus
Journal Article
2014Human activity classification with inertial sensors
Silva, Joana; Monteiro, M.; Sousa, Filipe
Conference Paper
2014Sixth sense - air traffic control prediction scenario augmented by sensors
Silva, Nelson; Settgast, Volker; Eggeling, Eva; Grill, Florian; Zeh, Theodor; Fellner, Dieter W.
Conference Paper
2014Unsichtbare Erkennung von Berührungen über akustisches Tracking
Krepp, Stefan
: Kuijper, Arjan (Gutachter); Braun, Andreas (Betreuer)
Master Thesis
2014User similarity and deviation analysis for adaptive visualizations
Nazemi, Kawa; Retz, Wilhelm; Kohlhammer, Jörn; Kuijper, Arjan
Conference Paper
2014Water quality supervision of distribution networks based on machine learning algorithms and operator feedback
Kühnert, Christian; Bernard, Thomas; Montalvo Arango, R.; Nitsche, R.
Journal Article, Conference Paper
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
Report
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
Conference Paper
2013Cognitive parameter adaption in regular control structures
Schmid, Martin; Berger, Simon; Reinhart, Gunther
Conference Paper
2013Fitpit - fitness cockpit: Information system to optimize training schedules in rehabilitation
Meister, Sven; Schafer, Sven; Stahlmann, Valentin; Wilking, Tim; Kandyba, Andriy
Conference Paper
2013Maschinelles Lernen, Mustererkennung in der Bildverarbeitung
Binder, Alexander; Meinecke, Frank C.; Bießmann, Felix; Kawanabe, Motoaki; Müller, Klaus-Robert
Book Article
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
Journal Article
2013Quantitative measurements of model interpretability for the analysis of spectral data
Backhaus, Andreas; Seiffert, Udo
Conference Paper
2013Time Series Forecasting using Sparse Grids
Garcke, J.; Gerstner, T.; Griebel, M.
Study
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
Journal Article
2012ESWT - tracking organs during focused ultrasound surgery
Grozea, C.; Lübke, D.; Dingeldey, F.; Schiewe, M.; Gerhardt, J.; Schumann, C.; Hirsch, J.
Conference Paper
2012Kernel methods and string kernels for authorship analysis
Popescu, Marius; Grozea, Cristian
Conference Paper
2012Learning behavior models for hybrid timed systems
Niggemann, Oliver; Stein, Benno; Maier, Alexander; Vodencarevic, Asmir; Kleine Büning, H.
Conference Paper
2012Learning rotation-aware features: From invariant priors to equivariant descriptors
Schmidt, Uwe; Roth, Stefan
Conference Paper
2012Properties of the solution of L2-support vector machine as a function of regularization parameter
Doktorski, L.
Journal Article
2012Solving modeling problems with machine learning - a classification scheme of model learning approaches for technical systems
Niggemann, Oliver; Stein, B.; Maier, A.
Conference Paper
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
Conference Paper
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
Book Article
2011Machine learning for document structure recognition
Paaß, Gerhard; Konya, Iuliu
Book Article
2011Non-IAPR workshop report: DAGM2010
Kuijper, Arjan
Journal Article
2011Semantic technology classification - a defence and security case study
Thorleuchter, Dirk; Poel, Dirk van den
Conference Paper
2011Steerable random fields for image restoralion
Roth, Stefan; Black, Michael
Book Article
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.
Book Article
2010Classification with Sums of Separable Functions
Garcke, Jochen
Conference Paper
2010A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies
Thorleuchter, D.; Poel, D. van den; Prinzie, A.
Report
2010A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies
Thorleuchter, D.; Poel, D. van den; Prinzie, A.
Journal Article
2010Identification and classification of small RNAs in transcriptome sequence data
Langenberger, D.; Bermudez-Santana, Clara; Stadler, Peter F.; Hoffmann, Steve
Conference Paper
2010Visual human traits recognition
Tausch, Reimar
: Jung, Christoph (Betreuer)
Master Thesis
2009AntiPhish - lessons learnt
Bergholz, A.
Conference Paper
2009Composite kernels for relation extraction
Reichartz, F.; Korte, H.; Paaß, G.
Conference Paper
2009Fields of experts
Roth, Stefan; Black, Michael
Journal Article
2009A generic approach to topic models
Heinrich, Gregor
Conference Paper
2009Learning partially observed Markov random fields from noisy image data
Deckert, Florian
: Roth, Stefan (Betreuer)
Thesis
2009Linear-projection-based classification of human postures in time-of-flight data
Wientapper, Folker; Ahrens, Katrin; Wuest, Harald; Bockholt, Ulrich
Conference Paper
2009Parameter estimation for text analysis
Heinrich, Gregor
Report
2009Towards workflow acquisition of assembly skills using hidden markov models
Webel, Sabine; Staykova, Yana; Bockholt, Ulrich
Conference Paper
2009Variational Bayes for generic topic models
Heinrich, Gregor; Goesele, Michael
Conference Paper
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.
Conference Proceedings
2008Konzepte für die Merkmalsextraktion und Klassifikation zur automatischen optischen Analyse des Laserschweißprozesses
Daßler, S.
Thesis
2008Learning optical flow
Sun, Deqing; Roth, Stefan; Lewis, J.P.; Black, Michael
Conference Paper
2008Prozessdiagnose und Monitoring feldbusbasierter Automatisierungsanlagen mittels selbstorganisierender Karten und Watershed-Transformation
Frey, C.W.
Journal Article
2007Classical probabilistic models and conditional random fields
Klinger, R.; Tomanek, K.
Report
2007Feature management for efficient camera tracking
Wuest, Harald; Pagani, Alain; Stricker, Didier
Conference Paper
2007Klassifikation und Merkmalsselektion mikroskopischer Objekte
Ohl, Stephan
: Blech, Michael (Betreuer)
Thesis
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.
Conference Paper
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
Conference Paper
2007Two level discriminative training for audio events recognition in sport broadcasts
Biatov, K.
Conference Paper
2006Entwicklung eines Objekterkennungsverfahrens zur Initialisierung einer Augmented-Reality-Anwendung
Wagner, S.
: Stricker, D. (Prüfer)
Thesis
2006A refinement operator for outerplanar graphs
Horváth, T.; Akutsu, T.; Wrobel, S.
Conference Paper
2006Towards open-ended 3D rotation and shift invariant object detection for robot companions
Kubacki, J.; Baum, W.
Conference Paper
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.
Conference Paper
2002Applying decision tree methodology for rules extraction under cognitive constraints
Müller, W.; Wiederhold, E.
Journal Article
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.
Conference Paper
2002Automatic generation of fuzzy logic rule bases: Example I
Surmann, H.; Selenschtschikow, A.
Conference Paper
2001Embodied cognitive science, intelligent behavior control, machine learning, soft computing and FPGA Integration. Towards fast, cooperative and adversarial robot team (RoboCup)
Chohra, A.
Report
2001Incremental Maximization of Non-Instance-Averaging Utility Functions with Applications to Knowledge Discovery Problems
Wrobel, S.; Scheffer, T.
Conference Paper
2001Towards discovery of deep and wide first-order structures: a case study in the domain of mutagenicity
Horváth, T.; Wrobel, S.
Conference Paper
2000The product homomorphism method and its applications to learning logic programs
Horvath, T.
Book
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.
Journal Article
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.
Conference Paper
1997Development of an Adaptive Simulation System
Westkämper, E.; Pirron, J.; Schmidt, T.
Journal Article
1997Kommunikation im Zeitalter der Informationsgesellschaft: der Kommunikations-Agent
Höppner, S.
Conference Paper
1996Inductive logic programming
Wrobel, S.
Book Article
1996Machine learning: Case studies of an interdisciplinary approach
Emde, W.
Book Article
1995Automatic synthesis of control programs by combination of learning and problem solving methods
Müller, W.; Wysotzki, F.
Conference Paper
1995Hybrid classification - using axis-parallel and oblique subdivisions of the attribute space
Schulmeister, B.; Bleich, M.
Conference Paper
1994Automatic construction of decision trees for classification
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