Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2019Effcient Decentralized Deep Learning by Dynamic Model Averaging
Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan
Conference Paper
2019Effective approximation of parametrized closure systems over transactional data streams
Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan
Journal Article
2019Leveraging Domain Knowledge for Reinforcement Learning using MMC Architectures
Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Schücker, Jannis; Wrobel, Stefan
Conference Paper
2019Max-Sum Dispersion via Quantum Annealing
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Conference Paper
2019Mining Tree Patterns with Partially Injective Homomorphisms
Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan
Conference Paper
2019Noise Reduction in Distant Supervision using Probabilistic Soft Logic
Niyazova, Zamira
: Mock, Michael; Wrobel, Stefan
Master Thesis
2019Probabilistic and exact frequent subtree mining in graphs beyond forests
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan
Journal Article
2019A QUBO Formulation of the k-Medoids Problem
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Conference Paper
2019Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing
Pick, Annika; Horváth, Tamás; Wrobel, Stefan
Conference Paper
2018Distributed online learning for large-scale pattern prediction over real-time event streams
Qadah, Ehab
: Mock, Michael; Wrobel, Stefan
Master Thesis
2018Industrial Data Space : Referenzarchitektur für die Digitalisierung der Wirtschaft
Otto, Boris; Ten Hompel, Michael; Wrobel, Stefan
Book Article
2018Ising models for binary clustering via adiabatic quantum computing
Bauckhage, Christian; Brito, E.; Cvejoski, Kostadin; Ojeda,César; Sifa, Rafet; Wrobel, Stefan
Conference Paper
2018Probabilistic frequent subtrees for efficient graph classification and retrieval
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan
Journal Article
2018Robust speech recognition for german and dialectal broadcast programmes
Stadtschnitzer, Michael
: Bauckhage, Christian; Wrobel, Stefan
Dissertation
2017Co-regularised support vector regression
Ullrich, Katrin; Kamp, Michael; Gärtner, Thomas; Vogt, Martin; Wrobel, Stefan
Conference Paper
2017Detecting geological structures in seismic volumes using deep convolutional neural networks
Jiang, Ying
: Bauckhage, Christian; Wrobel, Stefan
Master Thesis
2017Using echo state networks for cryptography
Ramamurthy, Rajkumar; Bauckhage, Christian; Buza, Krisztian; Wrobel, Stefan
Conference Paper
2016Studying Dynamics of User Behavior. Heterocedastic Time Series Forecasting and Clustering of Inhomogeneous Poisson Process
Cvejoski, Kostadin
: Bauckhage, Christian; Wrobel, Stefan
Master Thesis
2014Adaptive semantics visualization
Nazemi, Kawa
: Fellner, Dieter W. (Referent); Wrobel, Stefan (Referent)
Dissertation
2014Interview with Stefan Wrobel on “Applied Big Data Research”
Matthias, Jarke; Wrobel, Stefan
Journal Article
2012Pedestrian quantity estimation with trajectory patterns
Liebig, Thomas; Xu, Zhao; May, Michael; Wrobel, Stefan
Conference Paper
2012Spatiotemporal modeling and analysis. Introduction and overview
Körner, Christine; May, Michael; Wrobel, Stefan
Journal Article
2012Special issue on spatiotemporal modeling and analysis
Körner, Christine; May, Michael; Wrobel, Stefan
Journal Article
2011From movement tracks through events to places: Extracting and characterizing significant places from mobility data
Andrienko, Gennady; Andrienko, Natalia; Hurter, Christophe; Rinzivillo, Salvatore; Wrobel, Stefan
Conference Paper