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| 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 | Conference Paper |
| 2019 | Automated and Predictive Risk Assessment in Modern Manufacturing Based on Machine Learning
Müller, Tobias; Kiesel, Raphael; Schmitt, Robert | Conference Paper |
| 2019 | Bewertung subjektiver und automatisierter Merkmalsextraktion periodischer Zeitsignale am Beispiel des 3MA-X8-Verfahrens
Youssef, Sargon; Zimmer, Cyril; Szielasko, Klaus; Schütze, Andreas | Journal Article |
| 2019 | Comparative Study of Machine Learning Methods for In-Vehicle Intrusion Detection
Berger, Ivo; Rieke, Roland; Kolomeets, Maxim; Chechulin, Andrey; Kotenko, Igor | Conference Paper |
| 2019 | Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems
Balzereit, Kaja; Maier, Alexander; Barig, Björn; Hutschenreuther, Tino; Niggemann, Oliver | Conference Paper |
| 2019 | Deduction of time-dependent machine tool characteristics by fuzzy-clustering
Frieß, Uwe; Kolouch, Martin; Putz, Matthias | Conference Paper |
| 2019 | Digitale Prozessanalyse im Krankenhaus
Laciok, Sylvia; Wibbeling, Sebastian | Journal Article |
| 2019 | High 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 |
| 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 | A machine learning assisted approach for textile formability assessment and design improvement of composite components
Zimmerling, Clemens; Dörr, Dominik; Henning, Frank; Kärger, Luise | Journal Article |
| 2019 | Machine learning estimates of plug-in hybrid electric vehicle utility factors
Goebel, David; Plötz, Patrick | Journal Article |
| 2019 | A mixture of experts approach to handle ambiguities in parameter identification problems in material modeling
Morand, L.; Helm, D. | Journal Article |
| 2019 | An Overview of User Feedback Classification Approaches
Santos, Rubens; Groen, Eduard C.; Villela, Karina | Conference Paper |
| 2019 | A Process Model for Enhancing Digital Assistance in Knowledge-Based Maintenance
Kovacs, Klaudia; Ansari, F.; Geisert, Claudio; Uhlmann, E.; Glawar, R.; Sihn, W. | Conference Paper |
| 2019 | Schnelle Materialprüfung im Fertigungsprozess
Koster, Dirk | Journal Article |
| 2019 | A Study on Trust in Black Box Models and Post-hoc Explanations
El Bekri, Nadia; Kling, J.; Huber, M. | Conference Paper |
| 2018 | Advanced methods in NDE using machine learning approaches
Wunderlich, Christian; Tschöpe, Constanze; Duckhorn, Frank | Conference Paper |
| 2018 | Aesthetic discrimination of graph layouts
Klammler, M.; Mchedlidze, T.; Pak, Alexey | Conference Paper |
| 2018 | Akustische Qualitätskontrolle mit künstlicher Intelligenz
Liebetrau, Judith; Grollmisch, Sascha; Clauß, Tobias | Journal Article |
| 2018 | Automatic analysis of sewer pipes based on unrolled monocular fisheye images
Künzel, Johannes; Werner, Thomas; Eisert, Peter; Waschnewski, Jan; Möller, Ronja; Hilpert, Ralf | Conference Paper |
| 2018 | Automatic Mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms
Moren, Konrad; Göhringer, Diana | Conference Paper |
| 2018 | Big Data in der maritimen Logistik
Scheidweiler, Tina | Presentation |
| 2018 | Comparing visual-interactive labeling with active learning: An experimental study
Bernard, Jürgen; Hutter, Marco; Zeppelzauer, Matthias; Fellner, Dieter W.; Sedlmair, Michael | Journal Article |
| 2018 | Compositional optimization of hard-magnetic phases with machine-learning models
Möller, J.; Körner, W.; Krugel, G.; Urban, D.F.; Elsässer, C. | Journal Article |
| 2018 | Designing self-aware textiles
Gutjahr, Christian
: Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten) | Master Thesis |
| 2018 | Enormer Wissenstransfer nötig
Leveling, Jens; Barck, Rainer | Journal Article |
| 2018 | Hyperspectral 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 |
| 2018 | Künstliche Intelligenz für die Logistik
Schwede, Christian | Journal Article |
| 2018 | Künstliche Intelligenz in der Logistik
Leveling, Jens | Presentation |
| 2018 | Luftschallbasierte Rissdetektion von Metallteilen
Liebetrau, Judith; Grollmisch, Sascha; Nowak, Johannes | Conference Paper |
| 2018 | Machine learning methods for remote sensing applications: An overview
Schulz, Karsten; Hänsch, Ronny; Sörgel, Uwe | Conference Paper |
| 2018 | MaLiTuP - Machine Learning in Theory and Practis
Scheidweiler, Tina; Kastner, Marvin; Burmeister, Hans-Christoph | Poster |
| 2018 | Mit maschinellem Lernen zur intelligenten Produktion
Grollmisch, Sascha | Presentation |
| 2018 | Optimisation Method for the Clear Sky PV Forecast Using Power Records from Arbitrarily Oriented Panels
Thomas, Jorge A. | Conference Paper |
| 2018 | Port Call Optimization by Estimating Ships' Time of Arrival
Jahn, Carlos; Scheidweiler, Tina | Presentation |
| 2018 | Predicting observer's task from eye movement patterns during motion image analysis
Hild, Jutta; Voit, Michael; Kühnle, Christian; Beyerer, Jürgen | Conference Paper |
| 2018 | Proactive support for conceptual interoperability analysis of software units
Abukwaik, Hadil
: Rombach, Dieter; Reussner, R.; Deßloch, S. | Dissertation |
| 2018 | Selbstständig und selbstlernend
Barck, Rainer | Journal Article |
| 2018 | Smart self-sufficient wireless current sensor
Hennig, Andreas; Gembaczka, Pierre; Cousin, Linda; Grabmaier, Anton | Conference Paper |
| 2018 | VIAL: a unified process for visual interactive labeling
Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang | Journal Article |
| 2017 | Anomaly detection in industrial networks using machine learning: A roadmap
Meshram, A.; Haas, Christian | Conference Paper |
| 2017 | Approaches and challenges in the visual-interactive comparison of human motion data
Bernard, Jürgen; Vögele, Anna; Klein, Reinhard; Fellner, Dieter W. | Conference Paper |
| 2017 | CapSoles: Who Is Walking on What Kind of Floor?
Matthies, Denys J.C.; Roumen, Thijs; Kuijper, Arjan; Urban, Bodo | Conference Paper |
| 2017 | Combining cluster and outlier analysis with visual analytics
Bernard, Jürgen; Dobermann, Eduard; Sedlmair, Michael; Fellner, Dieter W. | Conference Paper |
| 2017 | Comparing 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 |
| 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. | Journal Article |
| 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 | Conference Paper |
| 2017 | Fusion of camera and inertial motion capturing unit for entire human-robot-interaction
Poshtiri, Azam Haghighi; Bdiwi, Mohamad | Master Thesis |
| 2017 | Initialisierung des Trackings mit Hilfe von Machine-Learning-Verfahren
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich | Book Article |
| 2017 | Know thy neighbor - a data-driven approach to neighborhood estimation in VANETs
Roscher, Karsten; Nitsche, Thomas; Knorr, Rudi | Conference Paper |
| 2017 | Large-Scale Automated Sleep Staging
Sun, Haoqi; Jia, Jian; Goparaju, Balaji; Huang, Guang-Bin; Sourina, Olga; Bianchi, Matt Travis; Westover, Brandon M. | Journal Article |
| 2017 | Machine Learning für die Smarte Produktion
Ernis, Gunar; Kamp, Michael | Journal Article |
| 2017 | Material-based process-chain optimization in metal forming
Morand, L.; Pagenkopf, J.; Helm, D. | Journal Article, Conference Paper |
| 2017 | Online Learning Verfahren für markerloses Tracking
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich | Book Article |
| 2017 | Potentials of Industrie 4.0 and Machine Learning for Mechanical Joining
Jäckel, Mathias | Conference Paper |
| 2017 | Steps towards question answering with deep neural memory networks
Ahmed, Sajawel
: Zicari, Roberto V.; Kindermann, Jörg | Master Thesis |
| 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 | Conference Paper |
| 2017 | Training nuclei detection algorithms with simple annotations
Kost, H.; Homeyer, A.; Molin, J.; Lundström, C.; Hahn, H.K. | Journal Article |
| 2017 | A unified process for visual-interactive labeling
Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang | Conference Paper |
| 2017 | Visual-interactive semi-supervised labeling of human motion capture data
Bernard, Jürgen; Dobermann, Eduard; Vögele, Anna; Krüger, Björn; Kohlhammer, Jörn; Fellner, Dieter W. | Conference Paper |
| 2016 | Adaptive semantics visualization
Nazemi, Kawa | Dissertation |
| 2016 | Automatic classification of cornea tissues for autofocus algorithm
Bartschat, Andreas
: Kuijper, Arjan (Gutachter) | Master Thesis |
| 2016 | Body location independent activity monitoring
Figueira, Carina; Matias, Ricardo; Gamboa, Hugo | Conference Paper |
| 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 | Conference Paper |
| 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 | Conference Paper |
| 2016 | Extracting conceptual interoperability constraints from API documentation using machine learning
Abukwaik, Hadil; Abujayyab, Mohammed; Humayoun, Shah Rukh; Rombach, H. Dieter | Conference Paper |
| 2016 | Quality rating of silicon wafers - a pattern recognition approach
Demant, Matthias
: Weber, E.; Brox, T. | Dissertation |
| 2016 | SnoReport 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 |
| 2016 | Stereo-image normalization of voluminous objects improves textile defect recognition
Siegmund, Dirk; Kuijper, Arjan; Braun, Andreas | Conference Paper |
| 2016 | Towards seamless analysis of software interoperability: Automatic identification of conceptual constraints in API documentation
Abukwaik, Hadil; Abujayyab, Mohammed; Rombach, H. Dieter | Conference Paper |
| 2016 | Unsupervised learning algorithm using multiple electrical low and high frequency features for the task of load disaggregation
Bernard, Timo; Marx, Michael | Conference Paper |
| 2016 | Visual-interactive segmentation of multivariate time series
Bernard, Jürgen; Dobermann, Eduard; Bögl, Markus; Röhlig, Martin; Vögele, Anna; Kohlhammer, Jörn | Conference Paper |
| 2015 | Acoustic tracking of hand activities on surfaces
Braun, Andreas; Krepp, Stefan; Kuijper, Arjan | Conference Paper |
| 2015 | Approaches for monitoring the energy consumption with machine learning methods
Gebbe, Christian; Glasschröder, Johannes; Reinhart, Gunther | Conference Paper |
| 2015 | Automatic texture and orthophoto generation from registered panoramic views
Krispel, Ulrich; Evers, Henrik Leander; Tamke, Martin; Viehauser, Robert; Fellner, Dieter W. | Conference Paper |
| 2015 | Bewertung des Kommunikationsverhaltens eingebetteter Systeme mit Hilfe selbstlernender Verfahren
Langer, Falk
: Knorr, Rudi (Erstgutachter); Knapp, Alexander (Zweitgutachter) | Dissertation |
| 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 | Journal Article, Conference Paper |
| 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. | Journal Article, Conference Paper |
| 2015 | Cognitive parameter adaption for model based control systems
Schmid, Martin; Berger, Simon; Reinhart, Gunther | Journal Article, Conference Paper |
| 2015 | Data-driven anomaly detection in cyber-physical production systems
Niggemann, Oliver; Frey, Christian | Journal Article |
| 2015 | Driver 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 |
| 2015 | Driver workload detection in on-road driving environment using machine learning
Yang, Yan; Sun, Haoqi; Liu, Tianchi; Huang, Guang-Bin; Sourina, Olga | Conference Paper |
| 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 | Conference Paper |
| 2015 | ExerSeat - sensor-supported exercise system for ergonomic microbreaks
Braun, Andreas; Schembri, Ingrid; Frank, Sebastian | Conference Paper |
| 2015 | Generative training for 3D-retrieval
Grabner, Harald; Ullrich, Torsten; Fellner, Dieter W. | Conference Paper |
| 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 | Identifying ISI-indexed articles by their lexical usage: A text analysis approach
Moohebat, Mohammadreza; Raj, Ram Gopal; Thorleuchter, Dirk | Journal Article |
| 2015 | Large scale classification of spectral signatures
Richter, M.; Längle, Thomas; Beyerer, Jürgen | Journal Article |
| 2015 | Machine 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 |
| 2014 | Deep Learning
Ruhlig, Klaus | Journal Article |
| 2014 | Human activity classification with inertial sensors
Silva, Joana; Monteiro, M.; Sousa, Filipe | Conference Paper |
| 2014 | Sixth sense - air traffic control prediction scenario augmented by sensors
Silva, Nelson; Settgast, Volker; Eggeling, Eva; Grill, Florian; Zeh, Theodor; Fellner, Dieter W. | Conference Paper |
| 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 | Conference Paper |
| 2014 | Water 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 |
| 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 | Report |
| 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 | Conference Paper |
| 2013 | Cognitive parameter adaption in regular control structures
Schmid, Martin; Berger, Simon; Reinhart, Gunther | Conference Paper |
| 2013 | Fitpit - fitness cockpit: Information system to optimize training schedules in rehabilitation
Meister, Sven; Schafer, Sven; Stahlmann, Valentin; Wilking, Tim; Kandyba, Andriy | Conference Paper |
| 2013 | Maschinelles Lernen, Mustererkennung in der Bildverarbeitung
Binder, Alexander; Meinecke, Frank C.; Bießmann, Felix; Kawanabe, Motoaki; Müller, Klaus-Robert | Book Article |
| 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 | Journal Article |
| 2013 | Quantitative measurements of model interpretability for the analysis of spectral data
Backhaus, Andreas; Seiffert, Udo | Conference Paper |
| 2013 | Time Series Forecasting using Sparse Grids
Garcke, J.; Gerstner, T.; Griebel, M. | Study |
| 2013 | A well-posed parameter-free model for nonlinear diffusion and its applications in mobile image processing
Thürck, Daniel
: Kuijper, Arjan (Supervisor) | Bachelor Thesis |
| 2012 | Anomaly detection at "supersonic" speed
Grozea, Cristian; Laskov, Pavel | Journal Article |
| 2012 | ESWT - tracking organs during focused ultrasound surgery
Grozea, C.; Lübke, D.; Dingeldey, F.; Schiewe, M.; Gerhardt, J.; Schumann, C.; Hirsch, J. | Conference Paper |
| 2012 | Kernel methods and string kernels for authorship analysis
Popescu, Marius; Grozea, Cristian | Conference Paper |
| 2012 | Learning behavior models for hybrid timed systems
Niggemann, Oliver; Stein, Benno; Maier, Alexander; Vodencarevic, Asmir; Kleine Büning, H. | Conference Paper |
| 2012 | Learning rotation-aware features: From invariant priors to equivariant descriptors
Schmidt, Uwe; Roth, Stefan | Conference Paper |
| 2012 | Properties of the solution of L2-support vector machine as a function of regularization parameter
Doktorski, L. | Journal Article |
| 2012 | Solving modeling problems with machine learning - a classification scheme of model learning approaches for technical systems
Niggemann, Oliver; Stein, B.; Maier, A. | Conference Paper |
| 2012 | Vector quantization based learning algorithms for mixed data types and their application in cognitive support systems for biomedical research
Zühlke, Dietlind | Dissertation |
| 2012 | Windertragsprognose mit Echo State Networks
Kobialka, Hans-Ulrich | Conference Paper |
| 2011 | Conditional random fields for named entity recognition. Feature selection and optimization in biology and chemistry
Klinger, R. | Dissertation |
| 2011 | Field of experts
Roth, Stefan; Black, Michael | Book Article |
| 2011 | Machine learning for document structure recognition
Paaß, Gerhard; Konya, Iuliu | Book Article |
| 2011 | Non-IAPR workshop report: DAGM2010
Kuijper, Arjan | Journal Article |
| 2011 | Semantic technology classification - a defence and security case study
Thorleuchter, Dirk; Poel, Dirk van den | Conference Paper |
| 2011 | Steerable random fields for image restoralion
Roth, Stefan; Black, Michael | Book Article |
| 2011 | Study 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 |
| 2010 | Classification with Sums of Separable Functions
Garcke, Jochen | Conference Paper |
| 2010 | A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies
Thorleuchter, D.; Poel, D. van den; Prinzie, A. | Report |
| 2010 | A 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 |
| 2010 | Identification and classification of small RNAs in transcriptome sequence data
Langenberger, D.; Bermudez-Santana, Clara; Stadler, Peter F.; Hoffmann, Steve | Conference Paper |
| 2010 | Visual human traits recognition
Tausch, Reimar
: Jung, Christoph (Betreuer) | Master Thesis |
| 2009 | AntiPhish - lessons learnt
Bergholz, A. | Conference Paper |
| 2009 | Composite kernels for relation extraction
Reichartz, F.; Korte, H.; Paaß, G. | Conference Paper |
| 2009 | Fields of experts
Roth, Stefan; Black, Michael | Journal Article |
| 2009 | A generic approach to topic models
Heinrich, Gregor | Conference Paper |
| 2009 | Learning partially observed Markov random fields from noisy image data
Deckert, Florian
: Roth, Stefan (Betreuer) | Thesis |
| 2009 | Linear-projection-based classification of human postures in time-of-flight data
Wientapper, Folker; Ahrens, Katrin; Wuest, Harald; Bockholt, Ulrich | Conference Paper |
| 2009 | Parameter estimation for text analysis
Heinrich, Gregor | Report |
| 2009 | Towards workflow acquisition of assembly skills using hidden markov models
Webel, Sabine; Staykova, Yana; Bockholt, Ulrich | Conference Paper |
| 2009 | Variational Bayes for generic topic models
Heinrich, Gregor; Goesele, Michael | Conference Paper |
| 2008 | KI 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 |
| 2008 | Konzepte für die Merkmalsextraktion und Klassifikation zur automatischen optischen Analyse des Laserschweißprozesses
Daßler, S. | Thesis |
| 2008 | Learning optical flow
Sun, Deqing; Roth, Stefan; Lewis, J.P.; Black, Michael | Conference Paper |
| 2008 | Prozessdiagnose und Monitoring feldbusbasierter Automatisierungsanlagen mittels selbstorganisierender Karten und Watershed-Transformation
Frey, C.W. | Journal Article |
| 2007 | Classical probabilistic models and conditional random fields
Klinger, R.; Tomanek, K. | Report |
| 2007 | Feature management for efficient camera tracking
Wuest, Harald; Pagani, Alain; Stricker, Didier | Conference Paper |
| 2007 | Klassifikation und Merkmalsselektion mikroskopischer Objekte
Ohl, Stephan
: Blech, Michael (Betreuer) | Thesis |
| 2007 | Learning-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 |
| 2007 | Lessons 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 |
| 2007 | Two level discriminative training for audio events recognition in sport broadcasts
Biatov, K. | Conference Paper |
| 2006 | Entwicklung eines Objekterkennungsverfahrens zur Initialisierung einer Augmented-Reality-Anwendung
Wagner, S.
: Stricker, D. (Prüfer) | Thesis |
| 2006 | A refinement operator for outerplanar graphs
Horváth, T.; Akutsu, T.; Wrobel, S. | Conference Paper |
| 2006 | Towards open-ended 3D rotation and shift invariant object detection for robot companions
Kubacki, J.; Baum, W. | Conference Paper |
| 2005 | Biological and chemical entity recognition from text using conditional random fields (CRF)
Revillion, T.; Friedrich, C.M.; Fluck, J.; Hofmann, M. | Poster |
| 2005 | Maintaining experience to learn: Case studies on case-based reasoning and experience factory
Althoff, K.-D.; Mänz, J.; Nick, M. | Conference Paper |
| 2002 | Applying decision tree methodology for rules extraction under cognitive constraints
Müller, W.; Wiederhold, E. | Journal Article |
| 2002 | Augmenting 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 |
| 2002 | Automatic generation of fuzzy logic rule bases: Example I
Surmann, H.; Selenschtschikow, A. | Conference Paper |
| 2001 | Embodied cognitive science, intelligent behavior control, machine learning, soft computing and FPGA Integration. Towards fast, cooperative and adversarial robot team (RoboCup)
Chohra, A. | Report |
| 2001 | Incremental Maximization of Non-Instance-Averaging Utility Functions with Applications to Knowledge Discovery Problems
Wrobel, S.; Scheffer, T. | Conference Paper |
| 2001 | Towards discovery of deep and wide first-order structures: a case study in the domain of mutagenicity
Horváth, T.; Wrobel, S. | Conference Paper |
| 2000 | The product homomorphism method and its applications to learning logic programs
Horvath, T. | Book |
| 1998 | An incremental approach to document structure recognition
Xu, Y.
: Neuhold, E.J. (Prüfer); Encarnacao, J.L. (Prüfer) | Dissertation |
| 1998 | Simulation based on learning methods
Westkämper, E.; Pirron, J.; Schmidt, T. | Journal Article |
| 1997 | Characterizing 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 |
| 1997 | Development of an Adaptive Simulation System
Westkämper, E.; Pirron, J.; Schmidt, T. | Journal Article |
| 1997 | Kommunikation im Zeitalter der Informationsgesellschaft: der Kommunikations-Agent
Höppner, S. | Conference Paper |
| 1996 | Inductive logic programming
Wrobel, S. | Book Article |
| 1996 | Machine learning: Case studies of an interdisciplinary approach
Emde, W. | Book Article |
| 1995 | Automatic synthesis of control programs by combination of learning and problem solving methods
Müller, W.; Wysotzki, F. | Conference Paper |
| 1995 | Hybrid classification - using axis-parallel and oblique subdivisions of the attribute space
Schulmeister, B.; Bleich, M. | Conference Paper |
| 1994 | Automatic construction of decision trees for classification
Müller, W.; Wysotzki, F. | Journal Article |
| 1994 | Machine learning for protein structure prediction
Selbig, J. | Conference Paper |
| 1994 | The piecewise linear classifier DIPOL92
Schulmeister, B.; Wysotzki, F. | Conference Paper |
| 1993 | Cooperation of data-driven and model-based induction methods for relational learning
Sommer, E. | Conference Paper |
| 1992 | Applying machine learning methods for finding significant amino acid properlies in proteins
Selbig, J.; Kaden, F.; Koch, I. | Journal Article |
| 1992 | Concept formation as emergent phenomena
Patel, M.; Schnepf, U. | Conference Paper |
| 1991 | Concept formation as emergent phenomena
Patel, M.J.; Schnepf, U. | Report |
| 1991 | Integration of learning approaches for maintenance tasks
Weiß, S.; Specht, D.; Spur, G. | Journal Article |
| 1991 | Organisation of robot behaviour through genetic learning processes
Dorigo, Marco; Schnepf, U. | Conference Paper |
| 1990 | A bootstrapping approach to robot intelligence
Dorigo, M.; Schnepf, U. | Report |