Publications 2019

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2019 3D Face Reconstruction from Low-Resolution Images with Convolutional Neural Networks
Winkler, Rouven; Qu, Chengchao; Voth, Sascha; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 3D Object Trajectory Reconstruction using Instance-Aware Multibody Structure from Motion and Stereo Sequence Constraints
Bullinger, Sebastian; Bodensteiner, Christoph; Arens, Michael; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2019 3D Object Trajectory Reconstruction using Stereo Matching and Instance Flow based Multiple Object Tracking
Bullinger, Sebastian; Bodensteiner, Christoph; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 A Hybrid AI Tool to Extract Key Performance Indicators from Financial Reports for Benchmarking
Brito, Eduardo; Sifa, Rafet; Bauckhage, Christian; Loitz, Rüdiger; Lohmeier, Uwe; Pünt, Christin
Konferenzbeitrag
Conference Paper
2019 A QUBO Formulation of the k-Medoids Problem
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Konferenzbeitrag
Conference Paper
2019 A review of machine learning for the optimization of production processes
Weichert, Dorina; Link, Patrick; Stoll, Anke; Rüping, Stefan; Ihlenfeldt, Steffen; Wrobel, Stefan
Zeitschriftenaufsatz
Journal Article
2019 A Study on Trust in Black Box Models and Post-hoc Explanations
El Bekri, Nadia; Kling, J.; Huber, M.
Konferenzbeitrag
Conference Paper
2019 An Interactive Framework for Cross-modal Attribute-based Person Retrieval
Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 An RNN-Based IMM Filter Surrogate
Becker, Stefan; Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 Analysis of Control Flow Graphs Using Graph Convolutional Neural Networks
Philipp, Patrick; Morales Georgi, Rafael X.; Robert, Sebastian; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Analysis of Deep Fusion Strategies for Multi-modal Gesture Recognition
Roitberg, Alina; Pollert, Tim; Haurilet, Monica; Martin, Manuel; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2019 Analysis of flight variability: A systematic approach
Andrienko, Natalia; Andrienko, Gennady; Garcia, J.M.C.; Scarlatti, David
Zeitschriftenaufsatz
Journal Article
2019 Analysis of Turbulent Flow Data Based on a Spectral Basis Representation
Garcke, J.; Iza Teran, R.; Gscheidle, C.; Berger, L.
Konferenzbeitrag
Conference Paper
2019 Applicability of AI methods to JISR resource planning
Rodenbeck, Roland; Reinert, Frank; Sander, Jennifer; Jackwerth, Andre
Konferenzbeitrag
Conference Paper
2019 Applying OPC-UA for Factory-Wide Industrial Assistance Systems
Barig, Björn; Balzereit, Katja; Hutschenreuther, Tino
Konferenzbeitrag
Conference Paper
2019 Assistance systems for industry 4.0 environments
Barig, Björn; Balzereit, Kaja
Konferenzbeitrag
Conference Paper
2019 Augmentation techniques for video surveillance in the visible and thermal spectral range
Buhrmester, Vanessa; Grosselfinger, Ann-Kristin; Münch, David; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 Automated Reconfiguration of Cyber-Physical Production Systems using Satisfiability Modulo Theories
Balzereit, Kaja; Niggemann, Oliver
Konferenzbeitrag
Conference Paper
2019 Automatic visual inspection based on trajectory data
Maier, Georg; Mürdter, N.; Gruna, Robin; Längle, Thomas; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Beyond the individual: Understanding social structures of an online player matchmaking website
Wallner, Günter; Schinnerl, Christopher; Schiller, Michael H.; Monte Calvo, Alexander; Pirker, Johanna; Sifa, Rafet; Drachen, Anders
Zeitschriftenaufsatz
Journal Article
2019 BioKEEN: a library for learning and evaluating biological knowledge graph embeddings
Ali, Mehdi; Hoyt, Charles Tapley; Domingo-Fernández, Daniel; Lehmann, Jens; Jabeen, H.
Zeitschriftenaufsatz
Journal Article
2019 CNN-based Image Denoising for Outdoor Active Stereo
Qu, Chengchao; Moiseikin, Maksin; Voth, Sascha; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Cognitive Systems and Robotics
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen
Aufsatz in Buch
Book Article
2019 Comparison of Different Probabilistic Graphical Models as Causal Models in Alarm Flood Reduction
Wunderlich, Paul; Hranisavljevic, Nemanja
Konferenzbeitrag
Conference Paper
2019 Comprehensive Analysis of Deep Learning-based Vehicle Detection in Aerial Images
Sommer, L.; Schuchert, Tobias; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2019 Computer Vision for Medical Infant Motion Analysis: State of the Art and RGB-D Data Set
Hesse, Nikolas; Bodensteiner, Christoph; Arens, Michael; Hofmann, Ulrich G.; Weinberger, Raphael; Schroeder, Sebastian A.
Konferenzbeitrag
Conference Paper
2019 Controlling and regulation of integrated aquaponic production systems - An approach for a management execution system (MES)
Witzel, Olaf; Wilm, Stefan; Karimanzira, Divas; Baganz, Daniela
Zeitschriftenaufsatz
Journal Article
2019 COPE: Interactive exploration of co-occurrence patterns in spatial time series
Li, Jie; Chen, Siming; Zhang, K.; Andrienko, Gennady; Andrienko, Natalia
Zeitschriftenaufsatz
Journal Article
2019 Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems
Balzereit, Kaja; Maier, Alexander; Barig, Björn; Hutschenreuther, Tino; Niggemann, Oliver
Konferenzbeitrag
Conference Paper
2019 Detection of Directed Connectivities in Dynamic Systems for Different Excitation Signals using Spectral Granger Causality
Kühnert, Christian; Frey, Christian; Seyboldt, Ruben
Konferenzbeitrag
Conference Paper
2019 Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles
Martin, Manuel; Roitberg, Alina; Haurilet, Monica; Horne, Matthias; Reiß, Simon; Voit, Michael; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2019 Dynamic scheduling in modern processing systems using expert-guided distributed reinforcement learning
Qu, Shuhui; Wang, Jie; Jasperneite, Jürgen
Konferenzbeitrag
Conference Paper
2019 Echo State Networks for Named Entity Recognition
Ramamurthy, Rajkumar; Stenzel, Robin; Sifa, Rafet; Ladi, Anna; Bauckhage, Christian
Konferenzbeitrag
Conference Paper
2019 Effcient Decentralized Deep Learning by Dynamic Model Averaging
Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan
Konferenzbeitrag
Conference Paper
2019 Enhancing aquaponics management with IoT-based Predictive Analytics for efficient information utilization
Karimanzira, Divas; Rauschenbach, Thomas
Zeitschriftenaufsatz
Journal Article
2019 Evaluating the Impact of Color Information in Deep Neural Networks
Buhrmester, Vanessa; Münch, David; Bulatov, Dimitri; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 Feature-Aided Multitarget Tracking for Optical Belt Sorters
Kronauer, Tobias; Pfaff, Florian; Noack, Benjamin; Tian, Wei; Maier, Georg; Hanebeck, Uwe D.
Konferenzbeitrag
Conference Paper
2019 Forcing Interpretability for Deep Neural Networks through Rule-based Regularization
Burkart, Nadia; Huber, Marco; Faller, Philipp M.
Konferenzbeitrag
Conference Paper
2019 Gaussian Process based Dynamic Facial Emotion Tracking
Dunau, Patrick; Huber, Marco; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Gesteigerte Wertschöpfung in modularen Systemen: Fehlerursachenanalyse für Produktionsanlagen
Balzereit, Kaja; Maier, Alexander; Barig, Björn
Zeitschriftenaufsatz
Journal Article
2019 GPU GEMM-Kernel Autotuning for scalable machine learners
Sailer, Johannes; Frey, Christian; Kühnert, Christian
Konferenzbeitrag
Conference Paper
2019 Handling Work Complexity with AR/Deep Learning
Dhiman, Hitesh; Büttner, Sebastian; Röcker, Carsten; Reisch, Raphael
Konferenzbeitrag
Conference Paper
2019 Human Pose Estimation for Real-World Crowded Scenarios
Golda, Thomas; Kalb, Tobias M.; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Imposing Category Trees Onto Word-Embeddings Using a Geometric Construction
Dong, Tiansi; Bauckhage, Christian; Jin, Hailong; Li, J.; Cremers, O.; Speicher, D.; Cremers, Armin B.; Zimmermann, J.
Konferenzbeitrag
Conference Paper
2019 Improving Word Embeddings Using Kernel PCA
Gupta, Vishwani; Giesselbach, Sven; Rüping, Stefan; Bauckhage, Christian
Konferenzbeitrag
Conference Paper
2019 Informed 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; Schuecker, Jannis; Garcke, Jochen; Bauckhage, Christian; Walczak, Michal
Paper
2019 Informed Machine Learning for Industry
Bauckhage, Christian; Schulz, Daniel; Hecker, Dirk
Zeitschriftenaufsatz
Journal Article
2019 Innenraumbeobachtung für die kooperative Übergabe zwischen hochautomatisierten Fahrzeugen und Fahrer
Martin, Manuel; Voit, Michael; Ludwig, J.; Roitberg, A.; Flad, M.; Hohmann, S.; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2019 Inside the Group: Investigating Social Structures in Player Groups and their Influence on Activity
Schiller, Michael H.; Wallner, Günter; Schinnerl, Christopher; Monte Calvo, Alexander; Pirker, Johanna; Sifa, Rafet; Drachen, Anders
Zeitschriftenaufsatz
Journal Article
2019 Investigation on Combining 3D Convolution of Image Data and Optical Flow to Generate Temporal Action Proposals
Schlosser, Patrick; Münch, David; Arens, Michael
Vortrag
Presentation
2019 Joint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet
Konferenzbeitrag
Conference Paper
2019 Lernende Systeme in menschenfeindlichen Umgebungen. Künstliche Intelligenz zur Unterstützung und zum Schutz des Menschen
Beyerer, Jürgen; Tchouchenkov, Igor
Zeitschriftenaufsatz
Journal Article
2019 Leveraging Domain Knowledge for Reinforcement Learning using MMC Architectures
Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Schücker, Jannis; Wrobel, Stefan
Konferenzbeitrag
Conference Paper
2019 Machine learning for assistance systems: Pattern-based approach to online step recognition
Fullen, Marta; Maier, Alexander; Nazarenko, Arthur; Aksu, Volkan; Jenderny, Sascha; Röcker, Carsten
Konferenzbeitrag
Conference Paper
2019 Max-Sum Dispersion via Quantum Annealing
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Konferenzbeitrag
Conference Paper
2019 Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory
Diedrich, Alexander; Maier, Alexander; Niggemann, Oliver
Konferenzbeitrag
Conference Paper
2019 Model-based routing in flexible manufacturing systems
Windmann, Stefan; Balzereit, Kaja; Niggemann, Oliver
Zeitschriftenaufsatz
Journal Article
2019 Modeling continuous-time stochastic processes using N-Curve mixtures
Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Paper
2019 Modeling of Medical Treatment Processes for an Interactive Assistance Based on the Translation of UML Activities into PROforma
Philipp, Patrick; Becker, Silvia; Robert, Sebastian; Hempel, Dirk; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Noise Reduction in Distant Supervision for Relation Extraction Using Probabilistic Soft Logic
Kirsch, Birgit; Niyazova, Zamira; Mock, Michael; Rüping, Stefan
Konferenzbeitrag
Conference Paper
2019 Partizipation und Künstliche Intelligenz
Mucha, Henrik; Jacobi, Ricarda; Robert, Sebastian
Konferenzbeitrag
Conference Paper
2019 Patch-based facial texture super-resolution by fitting 3D face models
Qu, Chengchao; Monari, Eduardo; Schuchert, Tobias; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2019 Predicting Missing Links Using PyKEEN
Ali, Mehdi; Hoyt, Charles Tapley; Domingo-Fernandez, Daniel; Lehmann, Jens
Konferenzbeitrag
Conference Paper
2019 Probabilistic and exact frequent subtree mining in graphs beyond forests
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan
Zeitschriftenaufsatz
Journal Article
2019 Probabilistic Estimation of Human Interaction Needs in Context of a Robotic Assistance in Geriatrics
Philipp, Patrick; Bommersheim, Marie; Robert, Sebastian; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2019 Product Quality Prediction in Batch Processes with Small Sample Sizes using Siamese Networks
Kühnert, Christian; Sailer, Johannes; Weiß, Patrick
Zeitschriftenaufsatz
Journal Article
2019 Prototypes within Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet; Dong, Tiansi
Konferenzbeitrag
Conference Paper
2019 RatVec: A General Approach for Low-dimensional Distributed Vector Representations via Rational Kernels
Brito, Eduardo; Georgiev, Bogdan; Domingo-Fernández, Daniel; Hoyt, Charles Tapley; Bauckhage, Christian
Konferenzbeitrag
Conference Paper
2019 Readiness of Quantum Optimization Machines for Industrial Applications
Perdomo-Ortiz, Alejandro; Feldman, Alexander; Ozaeta, Asier; Isakov, Sergei V.; Zhu, Zheng; O'Gorman, Brian; Katzgraber, Helmut G.; Diedrich, Alexander; Neven, Hartmut; Kleer, Johan de; Lackey, Brad; Biswas, Rupak
Zeitschriftenaufsatz
Journal Article
2019 Recurrent Adversarial Service Times
Ojeda, César; Cvejosky, Kostadin; Sánchez, Ramsés J.; Schücker, Jannis; Georgiev, Bogdan; Bauckhage, Christian
Paper
2019 RED: A simple but effective Baseline Predictor for the TrajNet Benchmark
Becker, Stefan; Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 RNN-based Prediction of Pedestrian Turning Maneuvers
Becker, Stefan
Konferenzbeitrag
Conference Paper
2019 Scalable 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
Conference Paper
2019 Simultaneous Localization and Mapping for Exploration with Stochastic Cloning EKF
Emter, Thomas; Petereit, Janko
Konferenzbeitrag
Conference Paper
2019 SkyScapes ­Fine-Grained Semantic Understanding of Aerial Scenes
Azimi, Seyed M.; Henry, Crentin; Sommer, Lars; Schumann, Arne; Vig, Eleonora
Konferenzbeitrag
Conference Paper
2019 Stochastic Cloning for Robust Fusion of Multiple Relative and Absolute Measurements
Emter, Thomas; Schirg, Anton; Woock, Philipp; Petereit, Janko
Konferenzbeitrag
Conference Paper
2019 Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing
Pick, Annika; Horvath, Tamas; Wrobel, Stefan
Konferenzbeitrag
Conference Paper
2019 The Virtual Caliper: Rapid Creation of Metrically Accurate Avatars from 3D Measurements
Pujades, Sergi; Mohler, Betty; Thaler, Anne; Tesch, Joachim; Mahmood, Naureen; Hesse, Nikolas; Bülthoff, Heinrich H.; Black, Michael J.
Zeitschriftenaufsatz
Journal Article
2019 Towards Automated Auditing with Machine Learning
Sifa, Rafet; Ladi, Anna; Pielka, Maren; Ramamurthy, Rajkumar; Hillebrand, Lars Patrick; Kirsch, Birgit; Biesner, David; Stenzel, Robin; Bell, Thiago; Lübbering, Max; Nütten, Ulrich; Bauckhage, Christian; Warning, U.; Fürst, Benedikt; Khameneh, Tim Dilmaghani; Thom, D.; Huseynov, I.; Kahlert, R.; Schlums, J.; Ismail, H.; Kliem, B.; Loitz, Rüdiger
Konferenzbeitrag
Conference Paper
2019 Towards Contradiction Detection in German: A Translation-Driven Approach
Sifa, Rafet; Pielka, Maren; Ramamurthy, Rajkumar; Ladi, Anna; Hillebrand, Lars Patrick; Bauckhage, Christian
Konferenzbeitrag
Conference Paper
2019 Triple Classification Using Regions and Fine-Grained Entity Typing
Dong, Tiansi; Wang, Zhigang; Li, Juanzi; Bauckhage, Christian; Cremers, Armin B.
Konferenzbeitrag
Conference Paper
2019 Two Attempts to Predict Author Gender in Cross-Genre Settings in Dutch
Brito, Eduardo; Sifa, Rafet; Bauckhage, Christian
Konferenzbeitrag
Conference Paper
2019 UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms
Ringwald, Tobias; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2019 Uncertainty quantification of nonlinear distributed parameter systems using generalized polynomial chaos
Chettapong, J.; Bernard, Thomas; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2019 Understanding User Behaviour through Action Sequences: From the Usual to the Unusual
Nguyen, Phong H.; Turkay, Cagatay; Andrienko, Gennady; Andrienko, Natalia; Thonnard, Oliver; Zouaoui, J.
Zeitschriftenaufsatz
Journal Article
2019 Using neural networks to detect objects in MLS point clouds based on local point neighborhoods
Borgmann, Björn; Hebel, Marcus; Arens, Michael; Stilla, Uwe
Konferenzbeitrag
Conference Paper
2019 VisDrone-DET2018: The vision meets drone object detection in image challenge results
Zhu, P.; Wen, L.; Du, D.; Bian, X.; Ling, H.; Hu, Q.; Nie, Q.; Cheng, H.; Liu, C.; Liu, X.; Ma, W.; Wu, H.; Wang, L.; Schumann, Arne; Brown, C.; Qian, C.; Li, C.; Li, D.; Michail, E.; Zhang, F.; Sommer, L.; Acatay, O.
Konferenzbeitrag
Conference Paper
2019 Web-based Machine Learning Platform for Condition-Monitoring
Bernard, Thomas; Kühnert, Christian; Campbell, Enrique
Konferenzbeitrag
Conference Paper
2019 What goes around comes around: Cycle-Consistency-based Short-Term Motion Prediction for Anomaly Detection using Generative Adversarial Networks
Golda, Thomas; Murzyn, Nils A.; Qu, Chengchao; Kroschel, Kristian
Konferenzbeitrag
Conference Paper
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica