Publications 2020

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2020	A Community Detection Based Approach for Exploring Patterns in Player Reviews Pielka, Maren; Sifa, Rafet; Ramamurthy, Rajkumar; Ojeda, César; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	A Compact Spectral Descriptor for Shape Deformations Sible, Skylar; Iza-Teran, Rodrigo; Garcke, Jochen; Aulig, Nikola; Wollstadt, Patricia	Konferenzbeitrag Conference Paper
2020	A complementary trajectory prediction benchmark Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael	Konferenzbeitrag Conference Paper
2020	A Concept for the Automated Reconfiguration of Quadcopters Balzereit, Kaja; Fullen, Marta; Niggemann, Oliver	Konferenzbeitrag Conference Paper
2020	A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael	Vortrag Presentation
2020	A Step towards Explainable Artificial Neural Networks in Image Processing by Dataset Assessment Heide, Nina Felicitas; Albrecht, Alexander; Heizmann, Michael	Konferenzbeitrag Conference Paper
2020	A Systemic Approach for Early Warning in Crisis Prevention and Management Kuwertz, Achim; Moll, Maximilian; Sander, Jennifer; Pickl, Stefan	Konferenzbeitrag Conference Paper
2020	Adiabatic Quantum Computing for Max-Sum Diversification Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2020	Aligning Subjective Ratings in Clinical Decision Making Pick, Annika; Ginzel, Sebastian; Rüping, Stefan; Sander, Jil; Foldenauer, Ann Christina; Köhm, Michaela	Vortrag Presentation
2020	Architecture for Knowledge Exploration of Industrial Data for Integration into Digital Services Weskamp, Jan Nicolas; Chowdhury, Arnab Ghosh; Pethig, Florian; Wisniewski, Lukasz	Konferenzbeitrag Conference Paper
2020	Automated Reconfiguration of Cyber-Physical Production Systems using Satisfiability Modulo Theories Balzereit, Kaja; Niggemann, Oliver	Konferenzbeitrag Conference Paper
2020	Automatic analysis of crash simulations with dimensionality reduction algorithms such as PCA and t-SNE Kracker, David; Garcke, Jochen; Schumacher, Axel; Schwanitz, P.	Konferenzbeitrag Conference Paper
2020	Bayesian Optimization for Min Max Optimization Weichert, Dorina; Kister, Alexander	Vortrag Presentation
2020	Co-Design Futures for AI and Space: A Workbook Sprint Mucha, Henrik; Mevißen, Dennis; Robert, Sebastian; Jacobi, Ricarda; Meyer, Kirsten; Heusler, Winfried; Arztmann, Daniel	Konferenzbeitrag Conference Paper
2020	Combining 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 Conference Paper
2020	Context Sensitivity of Spatio-Temporal Activity Detection using Hierarchical Deep Neural Networks in Extended Videos Hertlein, Felix; Münch, David; Arens, Michael	Konferenzbeitrag Conference Paper
2020	Deep Learning Based Model Predictive Control for a Reverse Osmosis Desalination Plant Karimanzira, Divas; Rauschenbach, Thomas	Zeitschriftenaufsatz Journal Article
2020	DenseHMM: Learning Hidden Markov Models by Learning Dense Representations Sicking, Joachim; Pintz, Maximilian; Akila, Maram; Wirtz, Tim	Vortrag Presentation
2020	DESICOM as Metaheuristic Search Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	Discretization of hybrid CPPS data into timed automaton using restricted Boltzmann machines Hranisavljevic, Nemanja; Maier, Alexander; Niggemann, Oliver	Zeitschriftenaufsatz Journal Article
2020	Drug2ways: Reasoning over causal paths in biological networks for drug discovery Rivas-Barragan, Daniel; Mubeen, Sarah; Guim Bernat, Francesc; Hofmann-Apitius, Martin; Domingo-Fernández, Daniel	Zeitschriftenaufsatz Journal Article
2020	Dynamic Switching State Systems for Visual Tracking Becker, Stefan	Dissertation Doctoral Thesis
2020	Dynamic Switching State Systems for Visual Tracking Becker, Stefan	Dissertation Doctoral Thesis
2020	Effective approximation of parametrized closure systems over transactional data streams Trabold, Daniel; Horvath, Tamas; Wrobel, Stefan	Zeitschriftenaufsatz Journal Article
2020	Emerging Perspectives on Medical Decision Support: Co-Designing XAI Mucha, Henrik; Robert, Sebastian	Vortrag Presentation
2020	Explorations in Quantum Neural Networks with Intermediate Measurements Franken, Lukas; Georgiev, Bogdan	Konferenzbeitrag Conference Paper
2020	Fraunhofer IAIS at FinCausal 2020, Tasks 1 & 2: Using Ensemble Methods and Sequence Tagging to Detect Causality in Financial Documents Pielka, Maren; Ladi, Anna; Chapman, Clayton; Brito, Eduardo; Ramamurthy, Rajkumar; Mayer, Paul; Wahab, Abdul; Sifa, Rafet; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders Lübbering, Max; Ramamurthy, Rajkumar; Gebauer, Michael; Bell, Thiago; Sifa, Rafet; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	Guided Reinforcement Learning via Sequence Learning Ramamurthy, Rajkumar; Sifa, Rafet; Lübbering, Max; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	Hopfield Networks for Vector Quantization Bauckhage, Christian; Ramamurthy, Rajkumar; Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	Integration of the 3D Environment for UAV Onboard Visual Object Tracking Vujasinovic, Stéphane; Becker, Stefan; Breuer, Timo; Bullinger, Sebastian; Scherer-Negenborn, Norbert; Arens, Michael	Zeitschriftenaufsatz Journal Article
2020	Intelligent edge processing Stojanovic, Ljiljana	Konferenzbeitrag Conference Paper
2020	Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction Hug, Ronny; Hübner, Wolfgang; Arens, Michael	Konferenzbeitrag Conference Paper
2020	IT-Sicherheit im Wettstreit um die erste autonome Fahrzeugflotte Zander, Tim; Birnstill, Pascal; Kaiser, Florian; Wiens, Marcus; Beyerer, Jürgen; Schultmann, Frank	Zeitschriftenaufsatz Journal Article
2020	Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion Niggemann, Oliver; Biswas, Gautam; Kinnebrew, John S.; Hranisavljevic, Nemanja; Bunte, Andreas	Aufsatz in Buch Book Article
2020	LDA Ensembles for Interactive Exploration and Categorization of Behaviors Chen, Siming; Andrienko, Natalia; Andrienko, Gennady; Adilova, Linara; Barlet, Jeremie; Kindermann, Jörg; Nguyen, Phong H.; Thonnard, Oliver; Turkay, Cagatay	Zeitschriftenaufsatz Journal Article
2020	Learning of utility functions for the behaviour analysis in maritime surveillance tasks Anneken, Mathias; Markgraf, Sebastian; Robert, Sebastian; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2020	Leveraging Contextual Text Representations for Anonymizing German Financial Documents Biesner, David; Ramamurthy, Rajkumar; Lübbering, Max; Fürst, Benedikt; Ismail, H.; Hillebrand, Lars Patrick; Ladi, Anna; Pielka, Maren; Stenzel, Robin; Khameneh, Tim Dilmaghani; Krapp, V.; Huseynov, I.; Schlums, J.; Stoll, U.; Warning, U.; Kliem, B.; Bauckhage, Christian; Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	Machine Learning for Cyber Physical Systems	Tagungsband Conference Proceeding
2020	Machine learning for discovery analytics to support criminal investigations Müller, Wilmuth; Pallmer, Dirk; Mühlenberg, Dirk; Loumiotis, Ioannis; Remoundou, Konstantina; Kosmides, Pavlos; Demestichas, Konstantinos	Konferenzbeitrag Conference Paper
2020	Mapping Shallow Water Environments using a Semi-Autonomous Multi-Sensor Surface Vehicle Kleiser, Dominik; Albrecht, Alexander; Emter, Thomas; Zube, Angelika; Petereit, Janko; Woock, Philipp	Konferenzbeitrag Conference Paper
2020	Matrix- and Tensor Factorization for Game Content Recommendation Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian; Kersting, Kristian	Zeitschriftenaufsatz Journal Article
2020	Maximal Closed Set and Half-Space Separations in Finite Closure Systems Seiffarth, Florian; Horvath, Tamas; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2020	Mining Frequent Itemsets from Transactional Data Streams with Probabilistic Error Bounds Trabold, Daniel	Dissertation Doctoral Thesis
2020	Modeling Quantitative Effects for the Reconfiguration of Hybrid Systems Balzereit, Kaja; Niggemann, Oliver	Konferenzbeitrag Conference Paper
2020	Neural Network Compression via Learnable Wavelet Transforms Wolter, Moritz; Lin, Shaohui; Yao, Angela	Konferenzbeitrag Conference Paper
2020	Novelty Discovery with Kernel Minimum Enclosing Balls Sifa, Rafet; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	Novelty-Guided Reinforcement Learning via Encoded Behaviors Ramamurthy, Rajkumar; Sifa, Rafet; Lübbering, Max; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	Object Detection in Sonar Images Karimanzira, Divas; Renkewitz, Helge; Shea, David; Albiez, Jan	Zeitschriftenaufsatz Journal Article
2020	On Learning a Control System without Continuous Feedback Angelov, Georgi; Georgiev, Bogdan	Konferenzbeitrag Conference Paper
2020	Optimal Probabilistic Classification in Active Class Selection Bunse, Mirco; Weichert, Dorina; Kister, Alexander; Morik, Katharina	Konferenzbeitrag Conference Paper
2020	Patterns and Outliers in Temporal Point Processes Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Schücker, Jannis; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	Predictive Analysis of Business Processes Using Neural Networks with Attention Mechanism Philipp, Patrick; Jacob, Ruben; Robert, Sebastian; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2020	Problem Solving with Hopfield Networks and Adiabatic Quantum Computing Bauckhage, Christian; Sánchez, Ramsés J.; Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	Quantum Machine Learning. Eine Analyse zu Kompetenz, Forschung und Anwendung Bauckhage, Christian; Brito, Eduardo; Daase, Inga; Franken, Lukas; Georgiev, Bogdan; Hecker, Dirk; Paschke, Adrian; Piatkowski, Nico; Soddemann, Thomas; Trabold, Daniel	Studie Study
2020	Reasoning with small data samples for organised crime Müller, Wilmuth; Pallmer, Dirk; Mühlenberg, Dirk; Loumiotis, Ioannis; Remoundou, Konstantina; Kosmides, Pavlos; Demestichas, Konstantinos	Konferenzbeitrag Conference Paper
2020	Recurrent Point Review Models Cvejoski, Kostadin; Sánchez, Ramsés J.; Georgiev, Bogdan; Bauckhage, Christian; Ojeda, César	Konferenzbeitrag Conference Paper
2020	Retention Prediction in Sandbox Games with Bipartite Tensor Factorization Sifa, Rafet; Fedell, Michael; Franklin, N.; Klabjan, D.; Ram, S.; Venugopal, A.; Demediuk, S.; Drachen, Anders	Konferenzbeitrag Conference Paper
2020	Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery Hermann, Max; Ruf, Boitumelo; Weinmann, Martin; Hinz, Stefan	Konferenzbeitrag Conference Paper
2020	Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time Li, Jie; Chen, Siming; Chen, Wei; Andrienko, Gennady; Andrienko, Natalia	Zeitschriftenaufsatz Journal Article
2020	Sequence Prediction Using Spectral RNNs Wolter, Moritz; Gall, Jürgen; Yao, Angela	Konferenzbeitrag Conference Paper
2020	Shells within Minimum Enclosing Balls Bauckhage, Christian; Bortz, Michael; Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	The CLIN30 Shared Task: Have-doubling in Historical Varieties of Dutch Schraagen, Marijn; Wall, Joanna; Brito, Eduardo	Zeitschriftenaufsatz Journal Article
2020	Towards Map-Based Validation of Semantic Segmentation Masks Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Bauckhage, Christian	Vortrag Presentation
2020	UCSR: Registration and Fusion of Cross-Source 2D and 3D Sensor Data in Unstructured Environments Heide, Nina Felicitas; Woock, Philipp; Sauer, Maximilian; Leitritz, Timo; Heizmann, Michael	Konferenzbeitrag Conference Paper
2020	UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets Pollok, Thomas; Junglas, Lorenz; Ruf, Boitumelo; Schumann, Arne	Konferenzbeitrag Conference Paper
2020	Visual Analysis of Place Connectedness by Public Transport Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik	Zeitschriftenaufsatz Journal Article

Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

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