Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Decision Snippet Features
Welke, Pascal; Alkhoury, Fouad; Bauckhage, Christian; Wrobel, Stefan
Conference Paper
2021Maximum Margin Separations in Finite Closure Systems
Seiffahrt, Florian; Horvárth, Tamás; Wrobel, Stefan
Conference Paper
2021A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Sicking, Joachim; Akila, Maram; Pintz, Maximilian; Wirtz, Tim; Fischer, Asja; Wrobel, Stefan
Conference Paper
2020Adiabatic Quantum Computing for Max-Sum Diversification
Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan
Conference Paper
2020Effective approximation of parametrized closure systems over transactional data streams
Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan
Journal Article
2020Maximal Closed Set and Half-Space Separations in Finite Closure Systems
Seiffarth, Florian; Horváth, Támas; Wrobel, Stefan
Conference Paper
2020Mining Frequent Itemsets from Transactional Data Streams with Probabilistic Error Bounds
Trabold, Daniel
: Wrobel, Stefan; Bauckhage, Christian
Dissertation
2020Visual Analytics for Data Scientists
Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan
Book
2020Zertifizierung von KI-Systemen
Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian
Study
2020Zertifizierung von KI-Systemen. Kompass für die Entwicklung und Anwendung vertrauenswürdiger KI-Systeme
Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian
Report
2019Effcient Decentralized Deep Learning by Dynamic Model Averaging
Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan
Conference Paper
2019Fraunhofer Big Data and Artificial Intelligence Alliance
Wrobel, Stefan; Hecker, Dirk
Book Article
2019International Data Spaces. Reference architecture for the digitization of industries
Otto, Boris; Ten Hompel, Michael; Wrobel, Stefan
Book 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
2019Vertrauenswürdiger Einsatz von Künstlicher Intelligenz
Cremers, Armin B.; Englander, Alex; Gabriel, Markus; Hecker, Dirk; Mock, M.; Poretschkin, Maximilian; Rosenzweig, Julia; Rostalski, Frauke; Sicking, Joachim; Volmer, Julia; Voosholz, Jan; Voß, Angelika; Wrobel, Stefan
Report
2018Distributed online learning for large-scale pattern prediction over real-time event streams
Qadah, Ehab
: Mock, Michael; Wrobel, Stefan
Master Thesis
2018Fraunhofer-Allianz Big Data
Wrobel, Stefan; Hecker, Dirk
Book Article
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
Editorial
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