Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Supported Decision-Making by Explainable Predictions of Ship Trajectories
Burkart, Nadia; Huber, Marco F.; Anneken, Mathias
Konferenzbeitrag
2020Absicherung von Machine-Learning-Verfahren in sicherheitskritischen Systemen
Schwaiger, Adrian
Vortrag
2020Acoustic Resonance Recognition of Coins
Kraljevski, Ivan; Duckhorn, Frank; Ju, Yong Chul; Tschöpe, Constanze; Richter, Christian; Wolff, Matthias
Konferenzbeitrag
2020Acoustic resonance testing of glass IV bottles
Kraljevski, Ivan; Duckhorn, Frank; Ju, Yong Chul; Tschöpe, Constanze; Wolff, Matthias
Konferenzbeitrag
2020Advanced 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
2020Classification of challenging Laser-Induced Breakdown Spectroscopy soilsample data - EMSLIBS contest
Vrábel, Jakub; Képeš, Erik; Duponchel, Ludovik; Motto-Ros, Vincent; Fabred, Cécile; Connemann, Sven; Schreckenberg, Frederik; Prasse, Paul; Riebe, Daniel; Junjuri, Rajendhar; Gundawarh, Manoj Kumar; Tan, Xiaofeng; Pořízka, Pavel; Kaiser, Jozef
Zeitschriftenaufsatz
2020Combining 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
2020Compact Models for Periocular Verification Through Knowledge Distillation
Boutros, Fadi; Damer, Naser; Fang, Meiling; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
2020Continuous fields: Enhanced in-vehicle anomaly detection using machine learning models
Fenzl, Florian; Rieke, Roland; Chevalier, Y.; Dominik, A.; Kotenko, I.
Zeitschriftenaufsatz
2020Critical review of processing and classification techniques for images and spectra in microplastic research
Cowger, Win; Gray, Andrew; Christiansen, Silke; DeFrond, Hannah; Deshpande, Ashok D.; Hemabessiere, Ludovic; Lee, Eunah; Mill, Leonid; Munno, Keenan; Oßmann, Barbara; Pittroff, Marco; Rochman, Chelsea; Sarau, George; Tarby, Shannon; Primpke, Sebastian
Zeitschriftenaufsatz
2020Differences 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
2020ECU-Secure: Characteristic Functions for In-Vehicle Intrusion Detection
Chevalier, Yannick; Rieke, Roland; Fenzl, Florian; Chechulin, Andrey; Kotenko, Igor
Konferenzbeitrag
2020The 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
2020Explain 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
2020Fraunhofer-Institut für Graphische Datenverarbeitung. Jahresbericht 2019
: 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.)
Jahresbericht
2020Gathering of Process Data through Numerical Simulation for the Application of Machine Learning Prognosis Algorithms
Jäckel, Mathias; Falk, Tobias; Georgi, Julius; Drossel, Welf-Guntram
Zeitschriftenaufsatz, Konferenzbeitrag
2020Informed 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
2020Investigation and Implementation of Machine Learning Algorithms for Condition Monitoring of Piezoelectrically Driven Micropumps
Trautmann, Mauriz
Master Thesis
2020Künstliche Intelligenz in sicherheitskritischen Anwendungen
Trapp, Mario
Vortrag
2020Machine Learning Application for Prediction of Sapphire Crystals Defects
Klunnikova, Yulia Vladimirovna; Anikeev, Maxim Vladimirovich; Filimonov, Alexey Vladimirovich; Kumar, Ravi
Zeitschriftenaufsatz
2020Machine learning for discovery analytics to support criminal investigations
Müller, Wilmuth; Pallmer, Dirk; Mühlenberg, Dirk; Loumiotis, Ioannis; Remoundou, Konstantina; Kosmides, Pavlos; Demestichas, Konstantinos
Konferenzbeitrag
2020Machine Learning revolutioniert die Bedarfsprognose
Moroff, Nikolas Ulrich
Zeitschriftenaufsatz
2020Machine learning, COVID-19 (2019-nCoV), and multi-OMICS
Tárnok, Attila
Zeitschriftenaufsatz
2020Micromagnetic Materials Characterization using Machine Learning - Progress in Nondestructive Prediction of Mechanical Properties of Steel and Iron
Szielasko, Klaus; Wolter, Bernd; Tschuncky, Ralf; Youssef, Sargon
Zeitschriftenaufsatz
2020Person Re-identification in a Car Seat
Nottebaum, Moritz
: Kuijper, Arjan (1. Review); Rus, Silvia (2. Review)
Bachelor Thesis
2020Privacy 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
2020QoS Evaluation and Prediction for C-V2X Communication in Commercially-Deployed LTE and Mobile Edge Networks
Torres-Figueroa, Luis; Schepker, Henning F.; Jiru, Josef
Konferenzbeitrag
2020Rapid Depth from Multi-view Images
Jansen, Nils
: Kuijper, Arjan; Siegmund, Dirk
Master Thesis
2020SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures
Aslansefat, Koorosh; Sorokos, Ioannis; Whiting, Declan; Tavakoli Kolagari, Ramin; Papadopoulos, Yiannis
Konferenzbeitrag
2020Sensor evaluation for crack detection in concrete bridges
Merkle, Dominik; Schmitt, Annette; Reiterer, Alexander
Konferenzbeitrag
2020STYLE: Style Transfer for Synthetic Training of a YoLo6D Pose Estimator
Pöllabauer, Thomas Jürgen
: Rojtberg, Pavel (1. Prüfer); Kuijper, Arjan (2. Prüfer)
Master Thesis
2020Toward 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
2020Towards 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
2020Vollautomatisierte Auswertung von Mobile-Mapping-Daten mithilfe von Machine Learning
Reiterer, Alexander; Störk, Dominik; Wäschle, Katharina; Leydecker, Achim
Konferenzbeitrag
2020What 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
2019Adaptive scheduling through machine learning-based process parameter prediction
Frye, Maik; Gyulai, David; Bergmann, Julia; Schmitt, Robert H.
Zeitschriftenaufsatz
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
Konferenzbeitrag
2019Applicability of AI methods to JISR resource planning
Rodenbeck, Roland; Reinert, Frank; Sander, Jennifer; Jackwerth, Andre
Konferenzbeitrag
2019An 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
2019Automated and Predictive Risk Assessment in Modern Manufacturing Based on Machine Learning
Müller, Tobias; Kiesel, Raphael; Schmitt, Robert
Konferenzbeitrag
2019Bewertung subjektiver und automatisierter Merkmalsextraktion periodischer Zeitsignale am Beispiel des 3MA-X8-Verfahrens
Youssef, Sargon; Zimmer, Cyril; Szielasko, Klaus; Schütze, Andreas
Zeitschriftenaufsatz
2019Big Data, IOT und Machine Learning - Neue Perspektiven für Lastdaten und Schadensvorhersagen
Tiesler, H.; Messmer, M.; Paul, N.; Sicking, J.
Konferenzbeitrag
2019Camera Calibration for Color Classification
Urbann, Oliver; Menges, Dino; Schwarz, Ingmar; Tasse, Stefan; Stenzel, Jonas
Konferenzbeitrag
2019Certification of AI-Supported Production Processes
Brandstätter, Tobias Claus; Krauß, Jonathan; Schmitt, Robert H.
Konferenzbeitrag
2019Classification of black plastics waste using fluorescence imaging and machine learning
Gruber, Florian; Grählert, Wulf; Wollmann, Philipp; Kaskel, Stefan
Zeitschriftenaufsatz
2019Comparative Study of Machine Learning Methods for In-Vehicle Intrusion Detection
Berger, Ivo; Rieke, Roland; Kolomeets, Maxim; Chechulin, Andrey; Kotenko, Igor
Konferenzbeitrag
2019Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems
Balzereit, Kaja; Maier, Alexander; Barig, Björn; Hutschenreuther, Tino; Niggemann, Oliver
Konferenzbeitrag
2019Deduction of time-dependent machine tool characteristics by fuzzy-clustering
Frieß, Uwe; Kolouch, Martin; Putz, Matthias
Konferenzbeitrag
2019Deep learning-based semantic segmentation for in-process monitoring in laser welding applications
Knaak, Christian; Kolter, Gerald Manuel; Schulze, Frédéric; Kröger, Moritz; Abels, Peter
Konferenzbeitrag
2019Digitale Prozessanalyse im Krankenhaus
Laciok, Sylvia; Wibbeling, Sebastian
Zeitschriftenaufsatz
2019Dynamic "Standing Orders" for Autonomous Navigation System by means of Machine Learning
Scheidweiler, Tina; Burmeister, Hans-Christoph; Hübner, Sören; Jahn, Carlos
Konferenzbeitrag
2019EEG-Based Cross-Subject Mental Fatigue Recognition
Liu, Yisi; Lan, Zirui; Cui, Jian; Sourina, Olga; Müller-Wittig, Wolfgang K.
Konferenzbeitrag
2019EEG-based Human Factors Evaluation of Air Traffic Control Operators (ATCOs) for Optimal Training
Liu, Yisi; Lan, Zirui; Traspsilawati, Fitri; Sourina, Olga; Chen, Chun-Hsien; Müller-Wittig, Wolfgang K.
Konferenzbeitrag
2019Enhancing MASS Navigation using Machine Learning
Scheidweiler, Tina
Vortrag
2019Forecasting of wind power curtailment events
Koch, Jonas; Jost, Dominik; Braun, Axel; Dobschinsik, Jan
Konferenzbeitrag
2019Forecasting 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
2019High accuracy beam splitting using spatial light modulator combined with machine learning algorithms
Mikhaylov, Dmitriy; Zhou, Baifan; Kiedrowski, Thomas; Mikut, Ralf; Lasagni, Andrés-Fabián
Zeitschriftenaufsatz
2019The Impact of Pathway Database Choice on Statistical Enrichment Analysis and Predictive Modeling
Mubeen, Sarah; Hoyt, Charles Tapley; Gemünd, André; Hofmann-Apitius, Martin; Fröhlich, Holger; Domingo-Fernandez, Daniel
Zeitschriftenaufsatz
2019Industrie 4.0 in praxisnaher Anwendung - Vom Retrofit über Datenspeicherung zum maschinellen Lernen am Beispiel der Glasumformung
Mende, Hendrik; Vogel, Paul-Alexander; Padrón Hinrichs, Marcos; Schmitt, Robert
Zeitschriftenaufsatz
2019Integration of Camera and Inertial Measurement Unit for Entire Human Robot Interaction Using Machine Learning Algorithm
Haghighi, Azam; Bdiwi, Mohamad; Putz, Matthias
Konferenzbeitrag
2019KI im Mittelstand
Leveling, Jens
Vortrag
2019Künstliche Intelligenz in der Logistik
Leveling, Jens; Vogel, Maurice
Vortrag
2019Künstliche Intelligenz in der Logistik. Was steht hinter dem Hype?
Leveling, Jens
Vortrag
2019A literature review on machine learning in supply chain management
Wenzel, Hannah; Smit, Daniel; Sardesai, Saskia
Konferenzbeitrag
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 and Infrared Thermography for Breast Cancer Detection
Gonçalves, Caroline Barcelos; Leles, Amanda Cristine Queiroz; Oliveira, Lucimara E.; Guimaraes, Gilmar; Cunha, Juliano Rodrigues; Fernandes, Henrique Coelho
Zeitschriftenaufsatz, Konferenzbeitrag
2019Machine Learning Approaches along the Radiology Value Chain - Rethinking Value Propositions
Hofmann, Peter; Oesterle, Severin; Rust, Paul; Urbach, Nils
Konferenzbeitrag
2019A machine learning assisted approach for textile formability assessment and design improvement of composite components
Zimmerling, Clemens; Dörr, Dominik; Henning, Frank; Kärger, Luise
Zeitschriftenaufsatz
2019Machine learning estimates of plug-in hybrid electric vehicle utility factors
Goebel, David; Plötz, Patrick
Zeitschriftenaufsatz
2019Machine learning in demand planning: Cross-industry overview
Moroff, Nikolas Ulrich; Sardesai, Saskia
Konferenzbeitrag
2019Machine Learning in der Logistik
Leveling, Jens; Otten, Maximilian; Pionzewski, Christian
Zeitschriftenaufsatz
2019Mitigating Ethnic Bias in Face Recognition Models through Fair Template Comparison
Tran, Mai Ly
: Kuijper, Arjan (1. Gutachter); Terhörst, Philipp (2. Gutachter)
Master Thesis
2019A mixture of experts approach to handle ambiguities in parameter identification problems in material modeling
Morand, L.; Helm, D.
Zeitschriftenaufsatz
2019Monitoring of compressor operations - A machine learning approach
Holstein, Peter; Moeck, Steffen; Tschöpe, Constanze; Duckhorn, Frank; Kolbe, Peter; Hennecke, Michael
Konferenzbeitrag
2019Neue Möglichkeiten durch Machine Learning
Leveling, Jens
Vortrag
2019On 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
2019Optimization and simulation for sustainable supply chain design
Schreiber, Lucas
Konferenzbeitrag
2019An Overview of User Feedback Classification Approaches
Santos, Rubens; Groen, Eduard C.; Villela, Karina
Konferenzbeitrag
2019Predictive Analysis from numerical and experimental data in press hardening
Penter, Lars; Link, Patrick; Ihlenfeldt, Steffen; Stoll, Anke; Albert, André
Konferenzbeitrag
2019A Process Model for Enhancing Digital Assistance in Knowledge-Based Maintenance
Kovacs, Klaudia; Ansari, Fazel; Geisert, Claudio; Uhlmann, E.; Glawar, Robert; Sihn, Wilfried
Konferenzbeitrag
2019Quality Improvement of Milling Processes Using Machine Learning-Algorithms
Frye, Maik; Schmitt, Robert H.
Konferenzbeitrag
2019A review of machine learning for the optimization of production processes
Weichert, D.; Link, Patrick; Stoll, Anke; Rüping, S.; Ihlenfeldt, Steffen; Wrobel, S.
Zeitschriftenaufsatz
2019Satellitengestützte Fahrzeuglokalisierung in urbanen Umgebungen
Tollkühn, Andreas
: Lerch, R.; Thielecke, Jörn; Koch, W.
Dissertation
2019Scalable 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
2019Schnelle Materialprüfung im Fertigungsprozess
Koster, Dirk
Zeitschriftenaufsatz
2019Sequential peak detection for flow cytometry
Gül, Gökhan; Alebrand, Sabine; Baßler, Michael; Wittek, Joern
Konferenzbeitrag
2019Sounding Industry: Challenges and Datasets for Industrial Sound Analysis
Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith; Lukashevich, Hanna
Konferenzbeitrag
2019A Study on Trust in Black Box Models and Post-hoc Explanations
El Bekri, Nadia; Kling, J.; Huber, M.
Konferenzbeitrag
2019Suppressing Gender and Age in Face Templates Using Incremental Variable Elimination
Terhörst, Philipp; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
2019Synthesis of Medical Images Using GANs
Middel, Laura; Palm, Christoph; Erdt, Marius
Konferenzbeitrag
2019Towards Contradiction Detection in German: A Translation-Driven Approach
Sifa, Rafet; Pielka, Maren; Ramamurthy, Rajkumar; Ladi, Anna; Hillebrand, Lars; Bauckhage, Christian
Konferenzbeitrag
2019Ubiquitous Person Detection and Identification in Smart Living Environments
Kubon, Philipp
: Kuijper, Arjan (1. Gutachten); Boutros, Fadi (2. Gutachten)
Bachelor Thesis
2019Unary and Binary Classification Approaches and their Implications for Authorship Verification
Halvani, Oren; Winter, Christian; Graner, Lukas
Bericht
2019Uncertainty Wrappers for Data-Driven Models
Kläs, Michael; Sembach, Lena
Konferenzbeitrag
2019Vom professionellen Schätzen von CO2-Emissionen im unterbestimmten multivariaten System
Hilgenfeld, Carsten; Scheidweiler, Tina; Loest, Stefan; Suhr, Birgit
Vortrag
2018Advanced methods in NDE using machine learning approaches
Wunderlich, Christian; Tschöpe, Constanze; Duckhorn, Frank
Konferenzbeitrag
2018Aesthetic discrimination of graph layouts
Klammler, M.; Mchedlidze, T.; Pak, Alexey
Konferenzbeitrag
2018Akustische Qualitätskontrolle mit künstlicher Intelligenz
Liebetrau, Judith; Grollmisch, Sascha; Clauß, Tobias
Zeitschriftenaufsatz
2018Automatic analysis of sewer pipes based on unrolled monocular fisheye images
Künzel, Johannes; Werner, Thomas; Eisert, Peter; Waschnewski, Jan; Möller, Ronja; Hilpert, Ralf
Konferenzbeitrag
2018Automatic Mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms
Moren, Konrad; Göhringer, Diana
Konferenzbeitrag
2018Big Data in der maritimen Logistik
Scheidweiler, Tina
Vortrag
2018Clustering the occupant behavior in residential buildings: A method comparison
Carbonare, N.; Pflug, T.; Wagner, A.
Zeitschriftenaufsatz
2018Comparing visual-interactive labeling with active learning: An experimental study
Bernard, Jürgen; Hutter, Marco; Zeppelzauer, Matthias; Fellner, Dieter W.; Sedlmair, Michael
Zeitschriftenaufsatz
2018Compositional optimization of hard-magnetic phases with machine-learning models
Möller, J.; Körner, W.; Krugel, G.; Urban, D.F.; Elsässer, C.
Zeitschriftenaufsatz
2018Designing self-aware textiles
Gutjahr, Christian
: Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)
Master Thesis
2018EEG-based evaluation of mental fatigue using machine learning algorithms
Liu, Yisi; Lan, Zirui; Khoo, Han Hua Glenn; Ho, K.; Li, King Ho Holden; Sourina, Olga; Müller-Wittig, Wolfgang K.
Konferenzbeitrag
2018Enormer Wissenstransfer nötig
Leveling, Jens; Barck, Rainer
Zeitschriftenaufsatz
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
Zeitschriftenaufsatz
2018Künstliche Intelligenz für die Logistik
Schwede, Christian
Zeitschriftenaufsatz
2018Künstliche Intelligenz in der Logistik
Leveling, Jens
Vortrag
2018Lead time prediction using machine learning algorithms: A case study by a semiconductor manufacturer
Lingitz, Lukas; Gallina, Viola; Ansari, Fazel; Gyulai, Dávid; Pfeiffer, András; Sihn, Wilfried; Monostori, László
Zeitschriftenaufsatz, Konferenzbeitrag
2018Luftschallbasierte Rissdetektion von Metallteilen
Liebetrau, Judith; Grollmisch, Sascha; Nowak, Johannes
Konferenzbeitrag
2018Machine learning methods for remote sensing applications: An overview
Schulz, Karsten; Hänsch, Ronny; Sörgel, Uwe
Konferenzbeitrag
2018MaLiTuP - Machine Learning in Theory and Practis
Scheidweiler, Tina; Kastner, Marvin; Burmeister, Hans-Christoph
Poster
2018Mit maschinellem Lernen zur intelligenten Produktion
Grollmisch, Sascha
Vortrag
2018Optimisation Method for the Clear Sky PV Forecast Using Power Records from Arbitrarily Oriented Panels
Thomas, Jorge A.
Konferenzbeitrag
2018Optimisation of manufacturing process parameters using deep neural networks as surrogate models
Pfrommer, J.; Zimmerling, C.; Liu, J.; Kärger, L.; Henning, F.; Beyerer, J.
Zeitschriftenaufsatz, Konferenzbeitrag
2018OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis
: 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
2018Port Call Optimization by Estimating Ships' Time of Arrival
Jahn, Carlos; Scheidweiler, Tina
Vortrag
2018Predicting observer's task from eye movement patterns during motion image analysis
Hild, Jutta; Voit, Michael; Kühnle, Christian; Beyerer, Jürgen
Konferenzbeitrag
2018Proactive support for conceptual interoperability analysis of software units
Abukwaik, Hadil
: Rombach, Dieter; Reussner, R.; Deßloch, S.
Dissertation
2018Selbstständig und selbstlernend
Barck, Rainer
Zeitschriftenaufsatz
2018Smart self-sufficient wireless current sensor
Hennig, Andreas; Gembaczka, Pierre; Cousin, Linda; Grabmaier, Anton
Konferenzbeitrag
2018Stable feature selection for EEG-based emotion recognition
Lan, Zirui; Sourina, Olga; Wang, Lipo; Liu, Yisi; Scherer, Reinhold; Müller-Putz, Gernot
Konferenzbeitrag
2018VIAL: a unified process for visual interactive labeling
Bernard, Jürgen; Zeppelzauer, Matthias; Sedlmair, Michael; Aigner, Wolfgang
Zeitschriftenaufsatz
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
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
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
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.
Zeitschriftenaufsatz
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
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
Aufsatz in Buch
2017Know thy neighbor - a data-driven approach to neighborhood estimation in VANETs
Roscher, Karsten; Nitsche, Thomas; Knorr, Rudi
Konferenzbeitrag
2017Large-Scale Automated Sleep Staging
Sun, Haoqi; Jia, Jian; Goparaju, Balaji; Huang, Guang-Bin; Sourina, Olga; Bianchi, Matt Travis; Westover, Brandon M.
Zeitschriftenaufsatz
2017Machine Learning für die Smarte Produktion
Ernis, Gunar; Kamp, Michael
Zeitschriftenaufsatz
2017Material-based process-chain optimization in metal forming
Morand, L.; Pagenkopf, J.; Helm, D.
Zeitschriftenaufsatz, Konferenzbeitrag
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
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
Konferenzbeitrag
2017Training nuclei detection algorithms with simple annotations
Kost, H.; Homeyer, A.; Molin, J.; Lundström, C.; Hahn, H.K.
Zeitschriftenaufsatz
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
2016Body location independent activity monitoring
Figueira, Carina; Matias, Ricardo; Gamboa, Hugo
Konferenzbeitrag
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
2015Acoustic tracking of hand activities on surfaces
Braun, Andreas; Krepp, Stefan; Kuijper, Arjan
Konferenzbeitrag
2015Approaches for monitoring the energy consumption with machine learning methods
Gebbe, Christian; Glasschröder, Johannes; Reinhart, Gunther
Konferenzbeitrag
2015Automatic texture and orthophoto generation from registered panoramic views
Krispel, Ulrich; Evers, Henrik Leander; Tamke, Martin; Viehauser, Robert; Fellner, Dieter W.
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
2014Human activity classification with inertial sensors
Silva, Joana; Monteiro, M.; Sousa, Filipe
Konferenzbeitrag
2014Sixth sense - air traffic control prediction scenario augmented by sensors
Silva, Nelson; Settgast, Volker; Eggeling, Eva; Grill, Florian; Zeh, Theodor; Fellner, Dieter W.
Konferenzbeitrag
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
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
2010Classification with Sums of Separable Functions
Garcke, Jochen
Konferenzbeitrag
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