Stefan Wrobel
Stefan Wrobel
Fraunhofer IAIS and University of Bonn
Verified email at - Homepage
Cited by
Cited by
On graph kernels: Hardness results and efficient alternatives
T Gärtner, P Flach, S Wrobel
Learning Theory and Kernel Machines: 16th Annual Conference on Learning …, 2003
An algorithm for multi-relational discovery of subgroups
S Wrobel
European symposium on principles of data mining and knowledge discovery, 78-87, 1997
Active hidden markov models for information extraction
T Scheffer, C Decomain, S Wrobel
International symposium on intelligent data analysis, 309-318, 2001
Geovisual analytics for spatial decision support: Setting the research agenda
G Andrienko, N Andrienko, P Jankowski, D Keim, MJ Kraak, ...
International journal of geographical information science 21 (8), 839-857, 2007
Visual analytics tools for analysis of movement data
G Andrienko, N Andrienko, S Wrobel
ACM SIGKDD Explorations Newsletter 9 (2), 38-46, 2007
Cyclic pattern kernels for predictive graph mining
T Horváth, T Gärtner, S Wrobel
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
Visual analytics of movement
G Andrienko, N Andrienko, P Bak, D Keim, S Wrobel
Springer Science & Business Media, 2013
A review of machine learning for the optimization of production processes
D Weichert, P Link, A Stoll, S Rüping, S Ihlenfeldt, S Wrobel
The International Journal of Advanced Manufacturing Technology 104 (5), 1889 …, 2019
Efficient co-regularised least squares regression
U Brefeld, T Gärtner, T Scheffer, S Wrobel
Proceedings of the 23rd international conference on Machine learning, 137-144, 2006
Movement data anonymity through generalization.
A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ...
Trans. Data Priv. 3 (2), 91-121, 2010
Controlling the complexity of learning in logic through syntactic and task-oriented models
JU Kietz, S Wrobel
A conceptual framework and taxonomy of techniques for analyzing movement
G Andrienko, N Andrienko, P Bak, D Keim, S Kisilevich, S Wrobel
Journal of Visual Languages & Computing 22 (3), 213-232, 2011
Comparative evaluation of approaches to propositionalization
MA Krogel, S Rawles, F Železný, PA Flach, N Lavrač, S Wrobel
International Conference on Inductive Logic Programming, 197-214, 2003
Transformation-based learning using multirelational aggregation
MA Krogel, S Wrobel
Inductive Logic Programming: 11th International Conference, ILP 2001 …, 2001
Inductive logic programming for knowledge discovery in databases
S Wrobel
Relational data mining, 74-101, 2001
From movement tracks through events to places: Extracting and characterizing significant places from mobility data
G Andrienko, N Andrienko, C Hurter, S Rinzivillo, S Wrobel
2011 IEEE conference on visual analytics science and technology (VAST), 161-170, 2011
Efficient decentralized deep learning by dynamic model averaging
M Kamp, L Adilova, J Sicking, F Hüger, P Schlicht, T Wirtz, S Wrobel
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
Frequent subgraph mining in outerplanar graphs
T Horváth, J Ramon, S Wrobel
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
Hierarchical multi-classification
H Blockeel, M Bruynooghe, S Džeroski, J Ramon, J Struyf
Workshop Notes of the KDD'02 Workshop on Multi-Relational Data Mining, 21-35, 2002
First order theory refinement
S Wrobel
Advances in inductive logic programming 32, 14-33, 1996
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