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
Konferenzbeitrag
2019Effective approximation of parametrized closure systems over transactional data streams
Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan
Zeitschriftenaufsatz
2019Leveraging Domain Knowledge for Reinforcement Learning using MMC Architectures
Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Schücker, Jannis; Wrobel, Stefan
Konferenzbeitrag
2019Max-Sum Dispersion via Quantum Annealing
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Konferenzbeitrag
2019Mining Tree Patterns with Partially Injective Homomorphisms
Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan
Konferenzbeitrag
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
Zeitschriftenaufsatz
2019A QUBO Formulation of the k-Medoids Problem
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Konferenzbeitrag
2019A review of machine learning for the optimization of production processes
Weichert, D.; Link, P.; Stoll, A.; Rüping, S.; Ihlenfeldt, S.; Wrobel, S.
Zeitschriftenaufsatz
2019Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing
Pick, Annika; Horváth, Tamás; Wrobel, Stefan
Konferenzbeitrag
2018Adiabatic quantum computing for kernel k = 2 means clustering
Bauckhage, C.; Ojeda, C.; Sifa, R.; Wrobel, S.
Konferenzbeitrag
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
Aufsatz in Buch
2018Informed machine learning through functional composition
Bauckhage, C.; Ojeda, C.; Schücker, J.; Sifa, R.; Wrobel, S.
Konferenzbeitrag
2018Ising models for binary clustering via adiabatic quantum computing
Bauckhage, Christian; Brito, E.; Cvejoski, Kostadin; Ojeda,César; Sifa, Rafet; Wrobel, Stefan
Konferenzbeitrag
2018Policy learning using SPSA
Ramamurthy, R.; Bauckhage, C.; Sifa, R.; Wrobel, S.
Konferenzbeitrag
2018Probabilistic frequent subtrees for efficient graph classification and retrieval
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan
Zeitschriftenaufsatz
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
Konferenzbeitrag
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
Konferenzbeitrag
2016Ligand-based virtual screening with co-regularised support vector regression
Ullrich, K.; Kamp, M.; Gärtner, T.; Vogt, M.; Wrobel, S.
Konferenzbeitrag
2016Min-hashing for probabilistic frequent subtree feature spaces
Welke, P.; Horváth, T.; Wrobel, S.
Konferenzbeitrag
2016Probabilistic frequent subtree kernels
Welke, P.; Horvath, T.; Wrobel, S.
Konferenzbeitrag
2016Studying Dynamics of User Behavior. Heterocedastic Time Series Forecasting and Clustering of Inhomogeneous Poisson Process
Cvejoski, Kostadin
: Bauckhage, Christian; Wrobel, Stefan
Master Thesis
2015Big Data, Big Opportunities
Wrobel, S.; Voss, H.; Köhler, J.; Beyer, U.; Auer, S.
Zeitschriftenaufsatz
2015On the complexity of frequent subtree mining in very simple structures
Welke, P.; Horvath, T.; Wrobel, S.
Konferenzbeitrag
2014Adaptive semantics visualization
Nazemi, Kawa
: Fellner, Dieter W. (Referent); Wrobel, Stefan (Referent)
Dissertation
2014An adaptive trust metric allowing CRM operators to protect sensitive data during interaction in online social media
Wrobel, S.; Heupel, M.; Thiel, S.
Zeitschriftenaufsatz
2014Interview with Stefan Wrobel on “Applied Big Data Research”
Matthias, Jarke; Wrobel, Stefan
Zeitschriftenaufsatz
2013Evaluation of the di.me trust metric in CRM settings
Wrobel, Sophie; Heupel, Marcel; Thiel, Simon
Konferenzbeitrag
2013Multilaterally secure communication anonymity in decentralized social networking
Schwarte, Philipp; Bourimi, Mohamed; Heupel, Marcel; Kesdogan, Dogan; Gimenez, Rafael; Wrobel, Sophie; Thiel, Simon
Konferenzbeitrag
2013One click mining-interactive local pattern discovery through implicit preference and performance learning
Boley, M.; Mampaey, M.; Kang, B.; Tokmakov, P.; Wrobel, S.
Konferenzbeitrag
2013Scalable analysis of movement data for extracting and exploring significant places
Andrienko, G.; Andrienko, N.; Hurter, C.; Rinzivillo, S.; Wrobel, S.
Zeitschriftenaufsatz
2013Visual analytics of movement
Andrienko, G.; Andrienko, N.; Bak, P.; Keim, D.; Wrobel, S.
Buch
2012Pedestrian quantity estimation with trajectory patterns
Liebig, Thomas; Xu, Zhao; May, Michael; Wrobel, Stefan
Konferenzbeitrag
2012A requirements-driven approach towards decentralized social networks
Thiel, Simon; Bourimi, Mohamed; Giménez, Rafael; Scerri, Simon; Schuller, Andreas; Valla, Massimo; Wrobel, Sophie; Frà, Cristina; Hermann, Fabian
Konferenzbeitrag
2012Spatiotemporal modeling and analysis. Introduction and overview
Körner, Christine; May, Michael; Wrobel, Stefan
Zeitschriftenaufsatz
2012Special issue on spatiotemporal modeling and analysis
Körner, Christine; May, Michael; Wrobel, Stefan
Zeitschriftenaufsatz
2011Challenging problems of geospatial visual analytics
Andrienko, G.; Andrienko, N.; Keim, D.; MacEachren, A.M.; Wrobel, S.
Zeitschriftenaufsatz
2011A conceptual framework and taxonomy of techniques for analyzing movement
Andrienko, Gennady; Andrienko, N.; Bak, P.; Keim, D.; Kisilevich, S.; Wrobel, S.
Zeitschriftenaufsatz
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
Konferenzbeitrag
2011Introduction to the special issue on mining and learning with graphs
Vishwanathan, S.V.N.; Kaski, S.; Neville, J.; Wrobel, S.
Zeitschriftenaufsatz
2010eHumanities: Intelligent Analysis and Information System for Humanities and Culture (Extended abstract)
Becker, S.; Borowski, M.; Gnasa, M.; Stalmann, K.; Wrobel, S.
Konferenzbeitrag
2010Frequent subgraph mining in outerplanar graphs
Horváth, T.; Ramon, J.; Wrobel, S.
Zeitschriftenaufsatz
2010Listing closed sets of strongly accessible set systems with applications to data mining
Boley, M.; Horváth, T.; Poigné, A.; Wrobel, S.
Zeitschriftenaufsatz
2010A logic-based approach to relation extraction from texts
Horváth, T.; Paaß, G.; Reichartz, F.; Wrobel, S.
Konferenzbeitrag
2010Movement data anonymity through generalization
Monreale, A.; Andrienko, G.; Andrienko, N.; Giannotti, F.; Pedreschi, D.; Rinzivillo, S.; Wrobel, S.
Zeitschriftenaufsatz
2010On-line handwriting recognition with parallelized machine learning algorithms
Bothe, S.; Gärtner, T.; Wrobel, S.
Konferenzbeitrag
2010Spatial data mining in practice
Körner, C.; Hecker, D.; Krause-Traudes, M.; May, M.; Scheider, S.; Schulz, D.; Stange, H.; Wrobel, S.
Aufsatz in Buch
2010Visit potential: A common vocabulary for the analysis of entity-location interactions in mobility applications
Körner, C.; Hecker, D.; May, M.; Wrobel, S.
Konferenzbeitrag
2009Context-based clustering of image search results
Wang, H.; Missura, O.; Gärtner, T.; Wrobel, S.
Konferenzbeitrag
2009Efficient discovery of interesting patterns based on strong closedness
Boley, M.; Horváth, T.; Wrobel, S.
Konferenzbeitrag
2009Efficient discovery of interesting patterns based on strong closedness
Boley, M.; Horváth, T.; Wrobel, S.
Zeitschriftenaufsatz, Konferenzbeitrag
2009Information and knowledge management
Paaß, G.; Schneider, D.; Wrobel, S.
Aufsatz in Buch
2009Metadata extraction using text mining
Seth, S.; Rüping, S.; Wrobel, S.
Konferenzbeitrag