Künstliche Intelligenz: Wissenschaftliche Publikationen

JahrTitel/AutorDokumentart
20183D object classification and parameter estimation based on parametric procedural models
Getto, Roman; Fina, Kenten; Jarms, Lennart; Kuijper, Arjan; Fellner, Dieter W.
Konferenzbeitrag
2018Comparing visual-interactive labeling with active learning: An experimental study
Bernard, Jürgen; Hutter, Marco; Zeppelzauer, Matthias; Fellner, Dieter W.; Sedlmair, Michael
Zeitschriftenaufsatz
2018Designing self-aware textiles
Gutjahr, Christian; Kuijper, Arjan (1. Gutachten); Rus, Silvia (2. Gutachten)
Master Thesis
2018Detection of vehicles in multisensor data via multibranch convolutional neural networks
Schilling, Hendrik; Bulatov, Dimitri; Niessner, Robin; Middelmann, Wolfgang; Soergel, Uwe
Zeitschriftenaufsatz
2018Kognitive Systeme und Robotik: Intelligente Datennutzung für autonome Systeme
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen
Aufsatz in Buch
2018A light and faster regional convolutional neural network for object detection in optical remote sensing images
Ding, Peng; Zhang, Ye; Deng, Wei-Jian; Jia, Ping; Kuijper, Arjan
Zeitschriftenaufsatz
2018Luftschallbasierte Rissdetektion von Metallteilen
Liebetrau, Judith; Grollmisch, Sascha; Nowak, Johannes
Konferenzbeitrag
2018Objekterkennung und -verortung in Luftbildaufnahmen für Such- und Rettungseinsätze mittels neuronaler Faltungsnetzwerke
Leinweber, Artur; Surmann, Hartmut; Worst, Rainer
Bachelor Thesis
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
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
2017Automatic analysis of facial expressions in an advertising test with Chinese respondents
Dieckmann, Anja; Unfried, Matthias; Garbas, Jens; Mortillaro, Marcello
Bericht
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
2017Cumulative arguments in artificial intelligence and informal logic
Walton, Douglas; Gordon, Thomas
Zeitschriftenaufsatz
2017Deep cross-domain flying object classification for robust UAV detection
Schumann, A.; Sommer, L.; Klatte, J.; Schuchert, Tobias; Beyerer, Jürgen
Konferenzbeitrag
2017Deep learning based multi-category object detection in aerial images
Sommer, L.W.; Schuchert, Tobias; Beyerer, Jürgen
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
2017Initialisierung des Trackings mit Hilfe von Machine-Learning-Verfahren: (TP 3.1)
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich
Aufsatz in Buch
2017IT-Plattformen für das Internet der Dinge (IoT): Basis intelligenter Produkte und Services
Krause, Tobias; Strauß, Oliver; Scheffler, Gabriele; Kett, Holger; Lehmann, Kristian; Renner, Thomas
Studie
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
2017Licht bringen in die Datenkugel
Klaiber, Stefan
Zeitschriftenaufsatz
2017Machine Learning für die Smarte Produktion
Ernis, Gunar; Kamp, Michael
Zeitschriftenaufsatz
2017Movies tags extraction using deep learning
Khan, Umair Ali; Ejaz, Naveed; Martinez-del-Amor, Miguel A.; Sparenberg, Heiko
Konferenzbeitrag
2017Noise-insensitive no-reference image blur estimation by convolutional neural networks
Wegner, Daniel; Körber, Michael; Repasi, Endre
Konferenzbeitrag
2017Online Learning Verfahren für markerloses Tracking: (TP 3.2)
Wientapper, Folker; Wuest, Harald; Becker, Mario; Engelke, Timo; Haske, Leon; Bockholt, Ulrich
Aufsatz in Buch
2017Person re-identification across aerial and ground-based cameras by deep feature fusion
Schumann, A.; Metzler, Jürgen
Konferenzbeitrag
2017Projecting our past to the future - challenges and results: The case of Asinou church
Papaefthymiou, M.; Nikolakopoulou, V.; Leventis, G.; Domajnko, Matevz; Ioannides, M.; Papagiannakis, G.; Santos, Pedro
Konferenzbeitrag
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
2017Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge
Setio, A.A.A.; Traverso, A.; Bel, T. de; Berens, M.S.N.; Bogaard, C. van den; Cerello, P.; Chen, H.; Dou, Q.; Fantacci, M.E.; Geurts, B.; Gugten, R.V.D.; Heng, P.A.; Jansen, B.; Kaste, M.M.J. de; Kotov, V.; Lin, J.Y.-H.; Manders, J.T.M.C.; Sóñora-Mengana, A.; García-Naranjo, J.C.; Papavasileiou, E.; Prokop, M.; Saletta, M.; Schaefer-Prokop, C.M.; Scholten, E.T.; Scholten, L.; Snoeren, M.M.; Torres, E.L.; Vandemeulebroucke, J.; Walasek, N.; Zuidhof, G.C.A.; Ginneken, B. van; Jacobs, C.
Zeitschriftenaufsatz
2017Visual-interactive semi-supervised labeling of human motion capture data
Bernard, Jürgen; Dobermann, Eduard; Vögele, Anna; Krüger, Björn; Kohlhammer, Jörn; Fellner, Dieter W.
Konferenzbeitrag
2017Zukunftsmarkt Künstliche Intelligenz. Potenziale und Anwendungen
Hecker, Dirk; Döbel, Inga; Petersen, Ulrike; Rauschert, André; Schmitz, Velina; Voss, Angelika
Studie
2017Zukunftsstudie 2027 #ichinzehnjahren: Wie aktuelle Technologien und Entwicklungen unsere Lebenswelten verändern
Pohl, Verena; Kasper, Harriet; Kochanowski, Monika; Renner, Thomas
Studie
2016AAC encoding detection and bitrate estimation using a convolutional neural network
Seichter, Daniel; Cuccovillo, Luca; Aichroth, Patrick
Konferenzbeitrag
2016Adaptive semantics visualization
Nazemi, Kawa
Dissertation
2016Automatic classification of cornea tissues for autofocus algorithm
Bartschat, Andreas; Kuijper, Arjan (Gutachter)
Master Thesis
2016CEML: Mixing and moving complex event processing and machine learning to the edge of the network for IoT applications
José Ángel, Carvajal Soto; Jentsch, Marc; Preuveneers, Davy; Ilie-Zudor, Elisabeth
Konferenzbeitrag
2016Computational Models of Argument: Proceedings of COMMA 2016, 6th International Conference on Computational Models of Argument, September 13th-16th 2016, Potsdam
Baroni, Pietro (Ed.); Gordon, Thomas F. (Ed.); Scheffler, Tatjana (Ed.); Stede, Manfred (Ed.)
Tagungsband
2016Deep person re-identification in aerial images
Schumann, A.; Schuchert, Tobias
Konferenzbeitrag
2016Entwicklung eines Klassifikationsansatzes zur Segmenterkennung im SPNV auf Grundlage von mobilen Sensordaten
Keil, Wolfram; Michler, Oliver; Balzer, Paul (Betreuer); Pretzsch, Sebastian
Diplomarbeit
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
2016Language modeling using semantic web & neural networks
Bhardwaj, Pallavi
Master Thesis
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
2016Visual-interactive segmentation of multivariate time series
Bernard, Jürgen; Dobermann, Eduard; Bögl, Markus; Röhlig, Martin; Vögele, Anna; Kohlhammer, Jörn
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
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
2015Data-driven anomaly detection in cyber-physical production systems
Niggemann, Oliver; Frey, Christian
Zeitschriftenaufsatz
2015Design, implementation, and assessment of predictive cognitive channel access for industrial communication in the 2.4 GHz ISM band
Pant, Dheeraj; Mähönen, Petri (Supervisor); Petrova, Marina (Supervisor); Achtzehn, Andreas (Supervisor); Saad, Ahmad (Supervisor)
Master Thesis
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
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
2015Weighted integration of neighbors distance ratio in multi-biometric fusion
Damer, Naser; Nouak, Alexander
Konferenzbeitrag
2014Denkverbote für Star-Trek-Computer?
Türpe, Sven; Selzer, Annika; Poller, Andreas; Bedner, Mark
Zeitschriftenaufsatz
2014A self-learning approach for validation of communication in embedded systems
Langer, Falk; Oswald, Erik
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
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
2013An efficient knowledge based system for the prediction of the technical feasibility of sheet metal forming processes
Steffes-lai, Daniela; Turck, Sven; Klimmek, Christian; Clees, Tanja
Konferenzbeitrag
2013Fitpit - fitness cockpit: Information system to optimize training schedules in rehabilitation
Meister, Sven; Schafer, Sven; Stahlmann, Valentin; Wilking, Tim; Kandyba, Andriy
Konferenzbeitrag
2013Introducing the Carneades web application
Gordon, Thomas F.
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
2013Synaptic behavior and STDP of asymmetric nanoscale memristors in biohybrid systems
Williamson, A.; Schumann, L.; Hiller, L.; Klefenz, F.; Hoerselmann, I.; Husar, P.; Schober, A.
Zeitschriftenaufsatz
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
Diese Publikationsliste wurde aus der Publikationsdatenbank Fraunhofer-Publica erstellt.