Stefan Wrobel
Fraunhofer Institute for Intelligent Analysis and Information Systems, Sankt Augustin, Germany
University of Bonn, Germany
https://mlai.cs.uni-bonn.de/people/stefan-wrobel
https://www.iais.fraunhofer.de/en/institute/about-us/institute-management/stefan-wrobel.html
https://de.wikipedia.org/wiki/Stefan_Wrobel
https://scholar.google.com/citations?user=7vZkXsEAAAAJ
https://dl.acm.org/profile/81100099179
Florian Seiffarth
Tamás Horváth 0001
Stefan Wrobel
Maximal closed set and half-space separations in finite closure systems.
114105
2023
September
973
Theor. Comput. Sci.
https://doi.org/10.1016/j.tcs.2023.114105
db/journals/tcs/tcs973.html#SeiffarthHW23
Maximilian Poretschkin
Anna Schmitz
Maram Akila
Linara Adilova
Daniel Becker 0010
Armin B. Cremers
Dirk Hecker
Sebastian Houben
Michael Mock
Julia Rosenzweig
Joachim Sicking
Elena Schulz
Angelika Voss
Stefan Wrobel
Guideline for Trustworthy Artificial Intelligence - AI Assessment Catalog.
2023
abs/2307.03681
CoRR
https://doi.org/10.48550/arXiv.2307.03681
db/journals/corr/corr2307.html#abs-2307-03681
Anna Schmitz
Maram Akila
Dirk Hecker
Maximilian Poretschkin
Stefan Wrobel
The why and how of trustworthy AI.
793-804
2022
70
Autom.
9
https://doi.org/10.1515/auto-2022-0012
db/journals/at/at70.html#SchmitzAHPW22
Natalia V. Andrienko
Gennady L. Andrienko
Linara Adilova
Stefan Wrobel
Theresa-Marie Rhyne
Visual Analytics for Human-Centered Machine Learning.
123-133
2022
42
IEEE Computer Graphics and Applications
1
https://doi.org/10.1109/MCG.2021.3130314
db/journals/cga/cga42.html#AndrienkoAAWR22
Till Hendrik Schulz
Tamás Horváth 0001
Pascal Welke
Stefan Wrobel
A generalized Weisfeiler-Lehman graph kernel.
2601-2629
2022
111
Mach. Learn.
7
https://doi.org/10.1007/s10994-022-06131-w
db/journals/ml/ml111.html#SchulzHWW22
Till Hendrik Schulz
Pascal Welke
Stefan Wrobel
Graph Filtration Kernels.
8196-8203
2022
AAAI
https://doi.org/10.1609/aaai.v36i8.20793
conf/aaai/2022
db/conf/aaai/aaai2022.html#SchulzWW22
Florian Seiffarth
Tamás Horváth 0001
Stefan Wrobel
A Fast Heuristic for Computing Geodesic Closures in Large Networks.
476-490
2022
DS
https://doi.org/10.1007/978-3-031-18840-4_34
conf/dis/2022
db/conf/dis/dis2022.html#SeiffarthHW22
Florian Seiffarth
Tamás Horváth 0001
Stefan Wrobel
A Simple Heuristic for the Graph Tukey Depth Problem with Potential Applications to Graph Mining.
21-32
2022
LWDA
https://ceur-ws.org/Vol-3341/KDML-LWDA_2022_CRC_705.pdf
conf/lwa/2022
db/conf/lwa/lwda2022.html#Seiffarth0W22
Dirk Hecker
Angelika Voss
Stefan Wrobel
Data Ecosystems: A New Dimension of Value Creation Using AI and Machine Learning.
211-224
2022
Designing Data Spaces
https://doi.org/10.1007/978-3-030-93975-5_13
books/sp/22/OHW2022
db/books/collections/OHW2022.html#HeckerVW22
Boris Otto
Michael ten Hompel
Stefan Wrobel
Designing Data Spaces: The Ecosystem Approach to Competitive Advantage
Designing Data Spaces
Springer
2022
978-3-030-93975-5
https://doi.org/10.1007/978-3-030-93975-5
db/books/collections/OHW2022.html
Joachim Sicking
Maram Akila
Jan David Schneider
Fabian Hüger
Peter Schlicht
Tim Wirtz
Stefan Wrobel
Tailored Uncertainty Estimation for Deep Learning Systems.
2022
abs/2204.13963
CoRR
https://doi.org/10.48550/arXiv.2204.13963
db/journals/corr/corr2204.html#abs-2204-13963
Nathalie Paul
Tim Wirtz
Stefan Wrobel
Alexander Kister
Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs.
2022
abs/2206.05990
CoRR
https://doi.org/10.48550/arXiv.2206.05990
db/journals/corr/corr2206.html#abs-2206-05990
Florian Seiffarth
Tamás Horváth 0001
Stefan Wrobel
A Fast Heuristic for Computing Geodesic Cores in Large Networks.
2022
abs/2206.07350
CoRR
https://doi.org/10.48550/arXiv.2206.07350
db/journals/corr/corr2206.html#abs-2206-07350
Dorina Weichert
Alexander Kister
Sebastian Houben
Gunar Ernis
Stefan Wrobel
Robustness in Fatigue Strength Estimation.
2022
abs/2212.01136
CoRR
https://doi.org/10.48550/arXiv.2212.01136
db/journals/corr/corr2212.html#abs-2212-01136
Gennady L. Andrienko
Natalia V. Andrienko
Gabriel Anzer
Pascal Bauer
Guido Budziak
Georg Fuchs
Dirk Hecker
Hendrik Weber
Stefan Wrobel
Constructing Spaces and Times for Tactical Analysis in Football.
2280-2297
2021
27
IEEE Trans. Vis. Comput. Graph.
4
https://doi.org/10.1109/TVCG.2019.2952129
https://www.wikidata.org/entity/Q91270014
db/journals/tvcg/tvcg27.html#AndrienkoAABBFH21
Natalia V. Andrienko
Gennady L. Andrienko
Silvia Miksch
Heidrun Schumann
Stefan Wrobel
A theoretical model for pattern discovery in visual analytics.
23-42
2021
5
Vis. Informatics
1
https://doi.org/10.1016/j.visinf.2020.12.002
db/journals/vi/vi5.html#AndrienkoAMSW21
Eike Stadtländer
Tamás Horváth 0001
Stefan Wrobel
Learning Weakly Convex Sets in Metric Spaces.
200-216
2021
ECML/PKDD (2)
https://doi.org/10.1007/978-3-030-86520-7_13
conf/pkdd/2021-2
db/conf/pkdd/pkdd2021-2.html#StadtlanderHW21
Joachim Sicking
Maram Akila
Maximilian Pintz
Tim Wirtz
Asja Fischer
Stefan Wrobel
A Novel Regression Loss for Non-Parametric Uncertainty Optimization.
2021
abs/2101.02726
CoRR
https://arxiv.org/abs/2101.02726
db/journals/corr/corr2101.html#abs-2101-02726
Till Hendrik Schulz
Tamás Horváth 0001
Pascal Welke
Stefan Wrobel
A Generalized Weisfeiler-Lehman Graph Kernel.
2021
abs/2101.08104
CoRR
https://arxiv.org/abs/2101.08104
db/journals/corr/corr2101.html#abs-2101-08104
Eike Stadtländer
Tamás Horváth 0001
Stefan Wrobel
Learning Weakly Convex Sets in Metric Spaces.
2021
abs/2105.06251
CoRR
https://arxiv.org/abs/2105.06251
db/journals/corr/corr2105.html#abs-2105-06251
Till Hendrik Schulz
Pascal Welke
Stefan Wrobel
Graph Filtration Kernels.
2021
abs/2110.11862
CoRR
https://arxiv.org/abs/2110.11862
db/journals/corr/corr2110.html#abs-2110-11862
Daniel Trabold
Tamás Horváth 0001
Stefan Wrobel
Effective approximation of parametrized closure systems over transactional data streams.
1147-1177
2020
109
Mach. Learn.
6
https://doi.org/10.1007/s10994-019-05827-w
db/journals/ml/ml109.html#TraboldHW20
Pascal Welke
Fouad Alkhoury
Christian Bauckhage
Stefan Wrobel
Decision Snippet Features.
4260-4267
2020
ICPR
https://doi.org/10.1109/ICPR48806.2021.9412025
conf/icpr/2020
db/conf/icpr/icpr2020.html#WelkeABW20
Pascal Welke
Florian Seiffarth
Michael Kamp
Stefan Wrobel
HOPS: Probabilistic Subtree Mining for Small and Large Graphs.
1275-1284
2020
KDD
https://doi.org/10.1145/3394486.3403180
conf/kdd/2020
db/conf/kdd/kdd2020.html#WelkeSKW20
Florian Seiffarth
Tamás Horváth 0001
Stefan Wrobel
Maximum Margin Separations in Finite Closure Systems.
3-18
2020
ECML/PKDD (1)
https://doi.org/10.1007/978-3-030-67658-2_1
conf/pkdd/2020-1
db/conf/pkdd/pkdd2020-1.html#Seiffarth0W20
Christian Bauckhage
Rafet Sifa
Stefan Wrobel
Adiabatic Quantum Computing for Max-Sum Diversification.
343-351
2020
SDM
https://doi.org/10.1137/1.9781611976236.39
conf/sdm/2020
db/conf/sdm/sdm2020.html#BauckhageSW20
Florian Seiffarth
Tamás Horváth 0001
Stefan Wrobel
Maximal Closed Set and Half-Space Separations in Finite Closure Systems.
2020
abs/2001.04417
CoRR
https://arxiv.org/abs/2001.04417
db/journals/corr/corr2001.html#abs-2001-04417
Tiansi Dong
Chengjiang Li
Christian Bauckhage
Juanzi Li
Stefan Wrobel
Armin B. Cremers
Learning Syllogism with Euler Neural-Networks.
2020
abs/2007.07320
CoRR
https://arxiv.org/abs/2007.07320
db/journals/corr/corr2007.html#abs-2007-07320
Joachim Sicking
Maram Akila
Maximilian Pintz
Tim Wirtz
Asja Fischer
Stefan Wrobel
Second-Moment Loss: A Novel Regression Objective for Improved Uncertainties.
2020
abs/2012.12687
CoRR
https://arxiv.org/abs/2012.12687
db/journals/corr/corr2012.html#abs-2012-12687
Pascal Welke
Tamás Horváth 0001
Stefan Wrobel
Probabilistic and exact frequent subtree mining in graphs beyond forests.
1137-1164
2019
108
Mach. Learn.
7
https://doi.org/10.1007/s10994-019-05779-1
db/journals/ml/ml108.html#WelkeHW19
Rajkumar Ramamurthy
Christian Bauckhage
Rafet Sifa
Jannis Schücker
Stefan Wrobel
Leveraging Domain Knowledge for Reinforcement Learning Using MMC Architectures.
595-607
2019
ICANN (2)
https://doi.org/10.1007/978-3-030-30484-3_48
conf/icann/2019-2
db/conf/icann/icann2019-2.html#RamamurthyBSSW19
Claudia Loebbecke
Omar El Sawy
Atreyi Kankanhalli
M. Lynne Markus
Dov Te'eni
Stefan Wrobel
Artificial Intelligence Meets IS Researchers: Can it Replace Us?
2019
ICIS
https://aisel.aisnet.org/icis2019/panels/panels/2
conf/icis/2019
db/conf/icis/icis2019.html#LoebbeckeSKMTW19
Christian Bauckhage
Nico Piatkowski
Rafet Sifa
Dirk Hecker
Stefan Wrobel
A QUBO Formulation of the k-Medoids Problem.
54-63
2019
LWDA
https://ceur-ws.org/Vol-2454/paper_39.pdf
conf/lwa/2019
db/conf/lwa/lwda2019.html#BauckhagePSHW19
Christian Bauckhage
Rafet Sifa
Dirk Hecker
Stefan Wrobel
Max-Sum Dispersion via Quantum Annealing.
64-68
2019
LWDA
https://ceur-ws.org/Vol-2454/paper_22.pdf
conf/lwa/2019
db/conf/lwa/lwda2019.html#BauckhageSHW19
Annika Pick
Tamás Horváth 0001
Stefan Wrobel
Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing.
156-160
2019
LWDA
https://ceur-ws.org/Vol-2454/paper_75.pdf
conf/lwa/2019
db/conf/lwa/lwda2019.html#Pick0W19
Florian Seiffarth
Tamás Horváth 0001
Stefan Wrobel
Maximal Closed Set and Half-Space Separations in Finite Closure Systems.
21-37
2019
ECML/PKDD (1)
https://doi.org/10.1007/978-3-030-46150-8_2
conf/pkdd/2019-1
db/conf/pkdd/pkdd2019-1.html#Seiffarth0W19
Pascal Welke
Tamás Horváth 0001
Stefan Wrobel
Probabilistic frequent subtrees for efficient graph classification and retrieval.
1847-1873
2018
107
Mach. Learn.
11
https://doi.org/10.1007/s10994-017-5688-7
db/journals/ml/ml107.html#WelkeHW18
Rajkumar Ramamurthy
Christian Bauckhage
Rafet Sifa
Stefan Wrobel
Policy Learning Using SPSA.
3-12
2018
ICANN (3)
https://doi.org/10.1007/978-3-030-01424-7_1
https://www.wikidata.org/entity/Q58624249
conf/icann/2018-3
db/conf/icann/icann2018-3.html#RamamurthyBSW18
Christian Bauckhage
César Ojeda
Rafet Sifa
Stefan Wrobel
Adiabatic Quantum Computing for Kernel k=2 Means Clustering.
21-32
2018
LWDA
https://ceur-ws.org/Vol-2191/paper3.pdf
conf/lwa/2018
db/conf/lwa/lwda2018.html#BauckhageOSW18
Christian Bauckhage
César Ojeda
Jannis Schücker
Rafet Sifa
Stefan Wrobel
Informed Machine Learning Through Functional Composition.
33-37
2018
LWDA
https://ceur-ws.org/Vol-2191/paper4.pdf
conf/lwa/2018
db/conf/lwa/lwda2018.html#BauckhageOSSW18
Michael Kamp
Linara Adilova
Joachim Sicking
Fabian Hüger
Peter Schlicht
Tim Wirtz
Stefan Wrobel
Efficient Decentralized Deep Learning by Dynamic Model Averaging.
393-409
2018
ECML/PKDD (1)
https://doi.org/10.1007/978-3-030-10925-7_24
conf/pkdd/2018-1
db/conf/pkdd/pkdd2018-1.html#KampASHSWW18
Till Hendrik Schulz
Tamás Horváth 0001
Pascal Welke
Stefan Wrobel
Mining Tree Patterns with Partially Injective Homomorphisms.
585-601
2018
ECML/PKDD (2)
https://doi.org/10.1007/978-3-030-10928-8_35
conf/pkdd/2018-2
db/conf/pkdd/pkdd2018-2.html#SchulzHWW18
Michael Kamp
Linara Adilova
Joachim Sicking
Fabian Hüger
Peter Schlicht
Tim Wirtz
Stefan Wrobel
Efficient Decentralized Deep Learning by Dynamic Model Averaging.
2018
abs/1807.03210
CoRR
http://arxiv.org/abs/1807.03210
db/journals/corr/corr1807.html#abs-1807-03210
Christian Bauckhage
Eduardo Brito
Kostadin Cvejoski
César Ojeda
Rafet Sifa
Stefan Wrobel
Ising Models for Binary Clustering via Adiabatic Quantum Computing.
3-17
2017
EMMCVPR
https://doi.org/10.1007/978-3-319-78199-0_1
https://www.wikidata.org/entity/Q58624257
conf/emmcvpr/2017
db/conf/emmcvpr/emmcvpr2017.html#BauckhageBCOSW17
Rajkumar Ramamurthy
Christian Bauckhage
Krisztián Búza
Stefan Wrobel
Using Echo State Networks for Cryptography.
663-671
2017
ICANN (2)
https://doi.org/10.1007/978-3-319-68612-7_75
https://www.wikidata.org/entity/Q58624263
conf/icann/2017-2
db/conf/icann/icann2017-2.html#RamamurthyBBW17
Katrin Ullrich
Michael Kamp
Thomas Gärtner 0001
Martin Vogt 0001
Stefan Wrobel
Co-Regularised Support Vector Regression.
338-354
2017
ECML/PKDD (2)
https://doi.org/10.1007/978-3-319-71246-8_21
conf/pkdd/2017-2
db/conf/pkdd/pkdd2017-2.html#UllrichKGVW17
Thomas Gärtner 0001
Tamás Horváth 0001
Stefan Wrobel
Graph Kernels.
579-581
2017
Encyclopedia of Machine Learning and Data Mining
https://doi.org/10.1007/978-1-4899-7687-1_349
reference/ml/2017
db/reference/ml/ml2017.html#GartnerHW17
Tamás Horváth 0001
Stefan Wrobel
Learning from Structured Data.
712-715
2017
Encyclopedia of Machine Learning and Data Mining
https://doi.org/10.1007/978-1-4899-7687-1_458
reference/ml/2017
db/reference/ml/ml2017.html#HorvathW17
Rajkumar Ramamurthy
Christian Bauckhage
Krisztián Búza
Stefan Wrobel
Using Echo State Networks for Cryptography.
2017
abs/1704.01046
CoRR
http://arxiv.org/abs/1704.01046
db/journals/corr/corr1704.html#RamamurthyBBW17
Pascal Welke
Tamás Horváth 0001
Stefan Wrobel
Min-Hashing for Probabilistic Frequent Subtree Feature Spaces.
67-82
2016
DS
https://doi.org/10.1007/978-3-319-46307-0_5
conf/dis/2016
db/conf/dis/dis2016.html#WelkeHW16
Katrin Ullrich
Michael Kamp
Thomas Gärtner 0001
Martin Vogt 0001
Stefan Wrobel
Ligand-Based Virtual Screening with Co-regularised Support Vector Regression.
261-268
2016
ICDM Workshops
https://doi.org/10.1109/ICDMW.2016.0044
https://doi.ieeecomputersociety.org/10.1109/ICDMW.2016.0044
conf/icdm/2016w
db/conf/icdm/icdm2016w.html#UllrichKGVW16
Stefan Wrobel
Hans Voss
Joachim Köhler
Uwe Beyer
Sören Auer
Big Data, Big Opportunities - Anwendungssituation und Forschungsbedarf des Themas Big Data in Deutschland.
370-378
2015
38
Inform. Spektrum
5
https://doi.org/10.1007/s00287-014-0806-4
db/journals/insk/insk38.html#WrobelVKBA15
Daniel Maier
Stefan Wrobel
Maren Bennewitz
Whole-body self-calibration via graph-optimization and automatic configuration selection.
5662-5668
2015
ICRA
https://doi.org/10.1109/ICRA.2015.7139992
conf/icra/2015
db/conf/icra/icra2015.html#MaierWB15
Pascal Welke
Tamás Horváth 0001
Stefan Wrobel
Probabilistic Frequent Subtree Kernels.
179-193
2015
NFMCP
https://doi.org/10.1007/978-3-319-39315-5_12
conf/pkdd/2015nfmcp
db/conf/pkdd/nfmcp2015.html#WelkeHW15
Stefan Wrobel
Big Data Analytics - Vom Maschinellen Lernen zur DataScience.
53
2014
GI-Jahrestagung
conf/gi/2014
db/conf/gi/gi2014.html#Wrobel14
https://dl.gi.de/handle/20.500.12116/2923
Pascal Welke
Tamás Horváth 0001
Stefan Wrobel
On the Complexity of Frequent Subtree Mining in Very Simple Structures.
194-209
2014
ILP
https://doi.org/10.1007/978-3-319-23708-4_14
conf/ilp/2014
db/conf/ilp/ilp2014.html#WelkeHW14
Gennady L. Andrienko
Natalia V. Andrienko
Peter Bak
Daniel A. Keim
Stefan Wrobel
Visual Analytics of Movement.
I-XVIII, 1-387
Springer
2013
978-3-642-37582-8
https://doi.org/10.1007/978-3-642-37583-5
https://www.wikidata.org/entity/Q57568599
Gennady L. Andrienko
Natalia V. Andrienko
Christophe Hurter
Salvatore Rinzivillo
Stefan Wrobel
Scalable Analysis of Movement Data for Extracting and Exploring Significant Places.
1078-1094
2013
19
IEEE Trans. Vis. Comput. Graph.
7
https://doi.org/10.1109/TVCG.2012.311
http://doi.ieeecomputersociety.org/10.1109/TVCG.2012.311
https://www.wikidata.org/entity/Q30623772
db/journals/tvcg/tvcg19.html#AndrienkoAHRW13
Mario Boley
Michael Mampaey
Bo Kang
Pavel Tokmakov
Stefan Wrobel
One click mining: interactive local pattern discovery through implicit preference and performance learning.
27-35
2013
IDEA@KDD
https://doi.org/10.1145/2501511.2501517
conf/kdd/2013idea
db/conf/kdd/idea2013.html#BoleyMKTW13
Stefan Wrobel
Thorsten Joachims
Katharina Morik
Maschinelles Lernen und Data Mining.
405-472
2013
Handbuch der Künstlichen Intelligenz
https://doi.org/10.1524/9783486719796.405
books/ol/13/GSS2013
db/books/collections/GSS2013.html#WrobelJM13
Christine Körner
Michael May 0001
Stefan Wrobel
Special Issue on Spatiotemporal Modeling and Analysis.
213-214
2012
26
Künstliche Intell.
3
https://doi.org/10.1007/s13218-012-0216-1
db/journals/ki/ki26.html#KornerMW12
Christine Körner
Michael May 0001
Stefan Wrobel
Spatiotemporal Modeling and Analysis - Introduction and Overview.
215-221
2012
26
Künstliche Intell.
3
https://doi.org/10.1007/s13218-012-0215-2
db/journals/ki/ki26.html#KornerMW12a
Thomas Liebig
Zhao Xu 0001
Michael May 0001
Stefan Wrobel
Pedestrian Quantity Estimation with Trajectory Patterns.
629-643
2012
ECML/PKDD (2)
https://doi.org/10.1007/978-3-642-33486-3_40
conf/pkdd/2012-2
db/conf/pkdd/pkdd2012-2.html#LiebigXMW12
Daniel A. Keim
Fabrice Rossi
Thomas Seidl 0001
Michel Verleysen
Stefan Wrobel
Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081).
58-83
2012
2
Dagstuhl Reports
2
https://doi.org/10.4230/DagRep.2.2.58
db/journals/dagstuhl-reports/dagstuhl-reports2.html#KeimRSVW12
S. V. N. Vishwanathan
Samuel Kaski
Jennifer Neville
Stefan Wrobel
Introduction to the special issue on mining and learning with graphs.
91-93
2011
82
Mach. Learn.
2
https://doi.org/10.1007/s10994-010-5209-4
db/journals/ml/ml82.html#VishwanathanKNW11
Gennady L. Andrienko
Natalia V. Andrienko
Peter Bak
Daniel A. Keim
Slava Kisilevich
Stefan Wrobel
A conceptual framework and taxonomy of techniques for analyzing movement.
213-232
2011
22
J. Vis. Lang. Comput.
3
https://doi.org/10.1016/j.jvlc.2011.02.003
https://www.wikidata.org/entity/Q58203904
db/journals/vlc/vlc22.html#AndrienkoABKKW11
Gennady L. Andrienko
Natalia V. Andrienko
Daniel A. Keim
Alan M. MacEachren
Stefan Wrobel
Challenging problems of geospatial visual analytics.
251-256
2011
22
J. Vis. Lang. Comput.
4
https://doi.org/10.1016/j.jvlc.2011.04.001
https://www.wikidata.org/entity/Q58203910
db/journals/vlc/vlc22.html#AndrienkoAKMW11
Gennady L. Andrienko
Natalia V. Andrienko
Christophe Hurter
Salvatore Rinzivillo
Stefan Wrobel
From movement tracks through events to places: Extracting and characterizing significant places from mobility data.
161-170
2011
IEEE VAST
https://doi.org/10.1109/VAST.2011.6102454
https://www.wikidata.org/entity/Q58203919
conf/ieeevast/2011
db/conf/ieeevast/ieeevast2011.html#AndrienkoAHRW11
Tamás Horváth 0001
Jan Ramon
Stefan Wrobel
Frequent subgraph mining in outerplanar graphs.
472-508
2010
21
Data Min. Knowl. Discov.
3
https://doi.org/10.1007/s10618-009-0162-1
db/journals/datamine/datamine21.html#HorvathRW10
Mario Boley
Tamás Horváth 0001
Axel Poigné
Stefan Wrobel
Listing closed sets of strongly accessible set systems with applications to data mining.
691-700
2010
411
Theor. Comput. Sci.
3
https://doi.org/10.1016/j.tcs.2009.10.024
db/journals/tcs/tcs411.html#BoleyHPW10
Anna Monreale
Gennady L. Andrienko
Natalia V. Andrienko
Fosca Giannotti
Dino Pedreschi
Salvatore Rinzivillo
Stefan Wrobel
Movement Data Anonymity through Generalization.
91-121
2010
3
Trans. Data Priv.
2
http://www.tdp.cat/issues/abs.a045a10.php
db/journals/tdp/tdp3.html#MonrealeAAGPRW10
Christine Körner
Dirk Hecker
Michael May 0001
Stefan Wrobel
Visit Potential: A Common Vocabulary for the Analysis of Entity-Location Interactions in Mobility Applications.
79-95
2010
AGILE Conf.
https://doi.org/10.1007/978-3-642-12326-9_5
conf/agile/2010
db/conf/agile/agile2010.html#KornerHMW10
Sven Becker
Marion Borowski
Melanie Gnasa
Kai Stalmann
Stefan Wrobel
eHumanities: Intelligent Analysis and Information System for Humanities and Culture.
552-556
2010
GI Jahrestagung (2)
conf/gi/2010-2
db/conf/gi/gi2010-2.html#BeckerBGSW10
https://dl.gi.de/handle/20.500.12116/19279
http://subs.emis.de/LNI/Proceedings/Proceedings176/article6177.html
Sebastian Bothe
Thomas Gärtner 0001
Stefan Wrobel
On-Line Handwriting Recognition with Parallelized Machine Learning Algorithms.
82-90
2010
KI
https://doi.org/10.1007/978-3-642-16111-7_9
https://www.wikidata.org/entity/Q58503625
conf/ki/2010
db/conf/ki/ki2010.html#BotheGW10
Mario Boley
Tamás Horváth 0001
Axel Poigné
Stefan Wrobel
Listing closed sets of strongly accessible set systems with applications to data.
33
2010
LWA
http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml26.pdf
conf/lwa/2010
db/conf/lwa/lwa2010.html#BoleyHPW10
Christine Körner
Dirk Hecker
Maike Krause-Traudes
Michael May 0001
Simon Scheider
Daniel Schulz
Hendrik Stange
Stefan Wrobel
Spatial Data Mining in Practice: Principles and Case Studies.
164-178
2010
Data Mining for Business Applications
https://doi.org/10.3233/978-1-60750-633-1-164
series/faia/2010-218
db/series/faia/faia218.html#KornerHK0SSSW10
Daniel A. Keim
Stefan Wrobel
Scalable Visual Analytics, 21.11. - 26.11.2010
Scalable Visual Analytics
10471
2010
Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Germany
Dagstuhl Seminar Proceedings
db/conf/dagstuhl/P10471.html
http://drops.dagstuhl.de/portals/10471/
Thomas Gärtner 0001
Tamás Horváth 0001
Stefan Wrobel
Graph Kernels.
467-469
2010
Encyclopedia of Machine Learning
https://doi.org/10.1007/978-0-387-30164-8_349
reference/ml/2010
db/reference/ml/ml2010.html#GartnerHW10
Tamás Horváth 0001
Stefan Wrobel
Learning from Structured Data.
580-584
2010
Encyclopedia of Machine Learning
https://doi.org/10.1007/978-0-387-30164-8_458
reference/ml/2010
db/reference/ml/ml2010.html#HorvathW10
Daniel A. Keim
Stefan Wrobel
10471 Abstracts Collection - Scalable Visual Analytics.
2010
Scalable Visual Analytics
http://drops.dagstuhl.de/opus/volltexte/2011/2940/
conf/dagstuhl/2010P10471
db/conf/dagstuhl/P10471.html#KeimW10
Daniel A. Keim
Stefan Wrobel
10471 Executive Summary - Scalable Visual Analytics.
2010
Scalable Visual Analytics
http://drops.dagstuhl.de/opus/volltexte/2011/2939/
conf/dagstuhl/2010P10471
db/conf/dagstuhl/P10471.html#KeimW10a
Mario Boley
Tamás Horváth 0001
Stefan Wrobel
Efficient discovery of interesting patterns based on strong closedness.
346-360
2009
2
Stat. Anal. Data Min.
5-6
https://doi.org/10.1002/sam.10057
db/journals/sadm/sadm2.html#BoleyHW09
Shivani Seth
Stefan Rüping 0001
Stefan Wrobel
Metadata Extraction using Text Mining.
95-104
2009
HealthGrid
https://doi.org/10.3233/978-1-60750-027-8-95
conf/healthgrid/2009
db/conf/healthgrid/healthgrid2009.html#SethRW09
Dennis Wegener
Michael Mock
Deyaa Adranale
Stefan Wrobel
Toolkit-Based High-Performance Data Mining of Large Data on MapReduce Clusters.
296-301
2009
ICDM Workshops
https://doi.org/10.1109/ICDMW.2009.34
https://doi.ieeecomputersociety.org/10.1109/ICDMW.2009.34
conf/icdm/2009w
db/conf/icdm/icdmw2009.html#WegenerMAW09
Tamás Horváth 0001
Gerhard Paass
Frank Reichartz
Stefan Wrobel
A Logic-Based Approach to Relation Extraction from Texts.
34-48
2009
ILP
https://doi.org/10.1007/978-3-642-13840-9_5
conf/ilp/2009
db/conf/ilp/ilp2009.html#HorvathPRW09
Hongqi Wang
Olana Missura
Thomas Gärtner 0001
Stefan Wrobel
Context-Based Clustering of Image Search Results.
153-160
2009
KI
https://doi.org/10.1007/978-3-642-04617-9_20
https://www.wikidata.org/entity/Q58503645
conf/ki/2009
db/conf/ki/ki2009.html#WangMGW09
Mario Boley
Tamás Horváth 0001
Stefan Wrobel
Efficient Discovery of Interesting Patterns Based on Strong Closedness.
1002-1013
2009
SDM
https://doi.org/10.1137/1.9781611972795.86
conf/sdm/2009
db/conf/sdm/sdm2009.html#BoleyHW09
Hanna Geppert
Tamás Horváth 0001
Thomas Gärtner 0001
Stefan Wrobel
Jürgen Bajorath
Support-Vector-Machine-Based Ranking Significantly Improves the Effectiveness of Similarity Searching Using 2D Fingerprints and Multiple Reference Compounds.
742-746
2008
48
J. Chem. Inf. Model.
4
https://doi.org/10.1021/ci700461s
https://www.wikidata.org/entity/Q47243773
db/journals/jcisd/jcisd48.html#GeppertHGWB08
Natalja Punko
Stefan Rüping 0001
Stefan Wrobel
Facilitating Clinico-Genomic Knowledge Discovery by Automatic Selection of KDD Processes.
84-86
2008
LWA
conf/lwa/2008
db/conf/lwa/lwa2008.html#PunkoRW08
Henrik Grosskreutz
Stefan Rüping 0001
Stefan Wrobel
Tight Optimistic Estimates for Fast Subgroup Discovery.
440-456
2008
ECML/PKDD (1)
https://doi.org/10.1007/978-3-540-87479-9_47
conf/pkdd/2008-1
db/conf/pkdd/pkdd2008-1.html#GrosskreutzRW08
Gennady L. Andrienko
Natalia V. Andrienko
Ioannis Kopanakis
Arend Ligtenberg
Stefan Wrobel
Visual Analytics Methods for Movement Data.
375-410
2008
Mobility, Data Mining and Privacy
https://doi.org/10.1007/978-3-540-75177-9_14
https://www.wikidata.org/entity/Q58203996
series/springer/2008mdmp
db/series/springer/mdmp2008.html#AndrienkoAKLW08
Gennady L. Andrienko
Natalia V. Andrienko
Piotr Jankowski
Daniel A. Keim
Menno-Jan Kraak
Alan M. MacEachren
Stefan Wrobel
Geovisual analytics for spatial decision support: Setting the research agenda.
839-857
2007
21
Int. J. Geogr. Inf. Sci.
8
https://doi.org/10.1080/13658810701349011
https://www.wikidata.org/entity/Q58204004
db/journals/gis/gis21.html#AndrienkoAJKKMW07
Gennady L. Andrienko
Natalia V. Andrienko
Stefan Wrobel
Visual analytics tools for analysis of movement data.
38-46
2007
9
SIGKDD Explor.
2
https://doi.org/10.1145/1345448.1345455
db/journals/sigkdd/sigkdd9.html#AndrienkoAW07
Mario Boley
Tamás Horváth 0001
Axel Poigné
Stefan Wrobel
Efficient Closed Pattern Mining in Strongly Accessible Set Systems.
2007
conf/mlg/2007
MLG
http://mlg07.dsi.unifi.it/pdf/11_Horvath.pdf
db/conf/mlg/mlg2007.html#BoleyHPW07
Shankar Vembu
Thomas Gärtner 0001
Stefan Wrobel
Semidefinite Ranking on Graphs.
2007
conf/mlg/2007
MLG
http://mlg07.dsi.unifi.it/pdf/30_Gaertner.pdf
db/conf/mlg/mlg2007.html#VembuGW07
Mario Boley
Tamás Horváth 0001
Axel Poigné
Stefan Wrobel
Efficient Closed Pattern Mining in Strongly Accessible Set Systems (Extended Abstract).
382-389
2007
conf/pkdd/2007
PKDD
https://doi.org/10.1007/978-3-540-74976-9_37
db/conf/pkdd/pkdd2007.html#BoleyHPW07
Stefan Wrobel
Intelligenz ist Lernen - 50 Jahre Künstliche Intelligenz und Maschinelles Lernen.
40-42
2006
20
Künstliche Intell.
4
http://www.kuenstliche-intelligenz.de/index.php?id=7750&tx_ki_pi1%5BshowUid%5D=1208&cHash=fa56adfcde
db/journals/ki/ki20.html#Wrobel06
Christine Körner
Stefan Wrobel
Multi-class Ensemble-Based Active Learning.
687-694
2006
conf/ecml/2006
ECML
https://doi.org/10.1007/11871842_68
db/conf/ecml/ecml2006.html#KornerW06
Ulf Brefeld
Thomas Gärtner 0001
Tobias Scheffer
Stefan Wrobel
Efficient co-regularised least squares regression.
137-144
2006
conf/icml/2006
ICML
https://doi.org/10.1145/1143844.1143862
https://www.wikidata.org/entity/Q58503797
db/conf/icml/icml2006.html#BrefeldGSW06
Tamás Horváth 0001
Jan Ramon
Stefan Wrobel
Frequent subgraph mining in outerplanar graphs.
197-206
2006
conf/kdd/2006
KDD
https://doi.org/10.1145/1150402.1150427
db/conf/kdd/kdd2006.html#HorvathRW06
Tamás Horváth 0001
Jan Ramon
Stefan Wrobel
Frequent Subgraph Mining in Outerplanar Graphs.
290-296
2006
conf/lwa/2006
LWA
http://web1.bib.uni-hildesheim.de/edocs/2007/52211198X/meta/
db/conf/lwa/lwa2006.html#HorvathRW06
Christine Körner
Stefan Wrobel
Bias-Free Hypothesis Evaluation in Multirelational Domains.
668-672
2006
conf/pakdd/2006
PAKDD
https://doi.org/10.1007/11731139_76
db/conf/pakdd/pakdd2006.html#KornerW06
Tamás Horváth 0001
Susanne Hoche
Stefan Wrobel
Effective rule induction from labeled graphs.
611-616
2006
conf/sac/2006
SAC
https://doi.org/10.1145/1141277.1141416
db/conf/sac/sac2006.html#HorvathHW06
Christine Körner
Stefan Wrobel
Bias-free hypothesis evaluation in multirelational domains.
639-640
2006
conf/sac/2006
SAC
https://doi.org/10.1145/1141277.1141423
db/conf/sac/sac2006.html#KornerW06
Stefan Wrobel
Thomas Gärtner 0001
Tamás Horváth 0001
Kernels for Predictive Graph Mining.
75-86
2005
GfKl
https://doi.org/10.1007/3-540-31314-1_8
https://www.wikidata.org/entity/Q58503882
conf/gfkl/2005
db/conf/gfkl/gfkl2005.html#WrobelGH05
Christine Körner
Stefan Wrobel
Bias-free Hypothesis Evaluation in Multirelational Domains.
172-177
2005
conf/lwa/2005
LWA
db/conf/lwa/lwa2005.html#KornerW05
Luc De Raedt
Stefan Wrobel
Machine Learning, Proceedings of the Twenty-Second International Conference (ICML 2005), Bonn, Germany, August 7-11, 2005
ICML
db/conf/icml/icml2005.html
ACM
ACM International Conference Proceeding Series
119
2005
1-59593-180-5
Lourdes Peña Castillo
Stefan Wrobel
A comparative study on methods for reducing myopia of hill-climbing search in multirelational learning.
2004
conf/icml/2004
ICML
https://doi.org/10.1145/1015330.1015334
db/conf/icml/icml2004.html#CastilloW04
Tamás Horváth 0001
Thomas Gärtner 0001
Stefan Wrobel
Cyclic pattern kernels for predictive graph mining.
158-167
2004
conf/kdd/2004
KDD
https://doi.org/10.1145/1014052.1014072
https://www.wikidata.org/entity/Q58503901
db/conf/kdd/kdd2004.html#HorvathGW04
Saso Dzeroski
Luc De Raedt
Stefan Wrobel
Multirelational data mining 2003: workshop report.
200-202
2003
5
SIGKDD Explor.
2
https://doi.org/10.1145/980972.981007
db/journals/sigkdd/sigkdd5.html#DzeroskiRW03
Thomas Gärtner 0001
Peter A. Flach
Stefan Wrobel
On Graph Kernels: Hardness Results and Efficient Alternatives.
129-143
https://doi.org/10.1007/978-3-540-45167-9_11
https://www.wikidata.org/entity/Q58504006
2003
conf/colt/2003
COLT
db/conf/colt/colt2003.html#GartnerFW03
Lourdes Peña Castillo
Stefan Wrobel
Learning Minesweeper with Multirelational Learning.
533-540
2003
conf/ijcai/2003
IJCAI
db/conf/ijcai/ijcai2003.html#CastilloW03
http://ijcai.org/Proceedings/03/Papers/079.pdf
Susanne Hoche
Stefan Wrobel
A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting.
180-196
https://doi.org/10.1007/978-3-540-39917-9_13
2003
conf/ilp/2003
ILP
db/conf/ilp/ilp2003.html#HocheW03
Mark-A. Krogel
Simon Alan Rawles
Filip Zelezný
Peter A. Flach
Nada Lavrac
Stefan Wrobel
Comparative Evaluation of Approaches to Propositionalization.
197-214
https://doi.org/10.1007/978-3-540-39917-9_14
2003
conf/ilp/2003
ILP
db/conf/ilp/ilp2003.html#KrogelRZFLW03
Stefan Wrobel
Katharina Morik
Thorsten Joachims
Maschinelles Lernen und Data Mining.
517-597
2003
Handbuch der Künstlichen Intelligenz
https://doi.org/10.1524/9783486598834.517
books/ol/03/GRS2003
db/books/collections/GRS2003.html#WrobelMJ03
Tobias Scheffer
Stefan Wrobel
Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling.
833-862
2002
3
J. Mach. Learn. Res.
http://jmlr.org/papers/v3/scheffer02a.html
db/journals/jmlr/jmlr3.html#SchefferW02
Tobias Scheffer
Stefan Wrobel
Borislav Popov
Damyan Ognianov
Christian Decomain
Susanne Hoche
Lerning Hidden Markov Models for Information Extraction Actively from Partially Labeled Text.
17-22
2002
16
Künstliche Intell.
2
db/journals/ki/ki16.html#SchefferWPODH02
Mark-A. Krogel
Stefan Wrobel
Feature Selection for Propositionalization.
430-434
2002
conf/dis/2002
Discovery Science
https://doi.org/10.1007/3-540-36182-0_45
db/conf/dis/dis2002.html#KrogelW02
Susanne Hoche
Stefan Wrobel
Scaling Boosting by Margin-Based Inclusionof Features and Relations.
148-160
2002
conf/ecml/2002
ECML
https://doi.org/10.1007/3-540-36755-1_13
db/conf/ecml/ecml2002.html#HocheW02
Lourdes Peña Castillo
Stefan Wrobel
Macro-Operators in Multirelational Learning: A Search-Space Reduction Technique.
357-368
2002
conf/ecml/2002
ECML
https://doi.org/10.1007/3-540-36755-1_30
db/conf/ecml/ecml2002.html#CastilloW02
Lourdes Peña Castillo
Stefan Wrobel
On the Stability of Example-Driven Learning Systems: A Case Study in Multirelational Learning.
321-330
2002
conf/micai/2002
MICAI
https://doi.org/10.1007/3-540-46016-0_34
db/conf/micai/micai2002.html#CastilloW02
Tobias Scheffer
Stefan Wrobel
A Scalable Constant-Memory Sampling Algorithm for Pattern Discovery in Large Databases.
397-409
2002
conf/pkdd/2002
PKDD
https://doi.org/10.1007/3-540-45681-3_33
db/conf/pkdd/pkdd2002.html#SchefferW02
Tamás Horváth 0001
Stefan Wrobel
Uta Bohnebeck
Relational Instance-Based Learning with Lists and Terms.
53-80
2001
43
Mach. Learn.
1/2
db/journals/ml/ml43.html#HorvathWB01
https://doi.org/10.1023/A:1007668716498
Tamás Horváth 0001
Stefan Wrobel
Towards Discovery of Deep and Wide First-Order Structures: A Case Study in the Domain of Mutagenicity.
100-112
2001
conf/dis/2001
Discovery Science
https://doi.org/10.1007/3-540-45650-3_12
db/conf/dis/dis2001.html#HorvathW01
Stefan Wrobel
Scalability, Search, and Sampling: From Smart Algorithms to Active Discovery.
615
2001
conf/ecml/2001
ECML
https://doi.org/10.1007/3-540-44795-4_55
db/conf/ecml/ecml2001.html#Wrobel01
Tobias Scheffer
Christian Decomain
Stefan Wrobel
Mining the Web with Active Hidden Markov Models.
645-646
2001
conf/icdm/2001
ICDM
https://doi.org/10.1109/ICDM.2001.989591
https://doi.ieeecomputersociety.org/10.1109/ICDM.2001.989591
db/conf/icdm/icdm2001.html#SchefferDW01
Tobias Scheffer
Stefan Wrobel
Incremental Maximization of Non-Instance-Averaging Utility Functions with Applications to Knowledge Discovery Problems.
481-488
2001
conf/icml/2001
ICML
db/conf/icml/icml2001.html#SchefferW01
Tobias Scheffer
Christian Decomain
Stefan Wrobel
Active Hidden Markov Models for Information Extraction.
309-318
2001
conf/ida/2001
IDA
https://doi.org/10.1007/3-540-44816-0_31
db/conf/ida/ida2001.html#SchefferDW01
Susanne Hoche
Stefan Wrobel
Relational Learning Using Constrained Confidence-Rated Boosting.
51-64
2001
conf/ilp/2001
ILP
https://doi.org/10.1007/3-540-44797-0_5
db/conf/ilp/ilp2001.html#HocheW01
Mark-A. Krogel
Stefan Wrobel
Transformation-Based Learning Using Multirelational Aggregation.
142-155
2001
conf/ilp/2001
ILP
https://doi.org/10.1007/3-540-44797-0_12
db/conf/ilp/ilp2001.html#KrogelW01
Stefan Wrobel
Scalability, Search, and Sampling: From Smart Algorithms to Active Discovery.
507
2001
conf/pkdd/2001
PKDD
https://doi.org/10.1007/3-540-44794-6_45
db/conf/pkdd/pkdd2001.html#Wrobel01
Mathias Kirsten
Stefan Wrobel
Extending K-Means Clustering to First-Order Representations.
112-129
2000
conf/ilp/2000
ILP
https://doi.org/10.1007/3-540-44960-4_7
db/conf/ilp/ilp2000.html#KirstenW00
Tobias Scheffer
Stefan Wrobel
A sequential sampling algorithm for a general class of utility criteria.
330-334
2000
conf/kdd/2000
KDD
https://doi.org/10.1145/347090.347162
db/conf/kdd/kdd2000.html#SchefferW00
Tamás Horváth 0001
Zoltán Alexin
Tibor Gyimóthy
Stefan Wrobel
Application of Different Learning Methods to Hungarian Part-of-Speech Tagging.
128-139
https://doi.org/10.1007/3-540-48751-4_13
1999
conf/ilp/1999
ILP
db/conf/ilp/ilp99.html#HorvathAGW99
Stefan Wrobel
Data Mining und Wissensentdeckung in Datenbanken.
6-10
1998
12
Künstliche Intell.
1
db/journals/ki/ki1998.html#Wrobel98
Stefan Wrobel
Data Mining Serviceteil.
58-59
1998
12
Künstliche Intell.
1
db/journals/ki/ki1998.html#Wrobel98a
Mathias Kirsten
Stefan Wrobel
F. Wilhelm Dahmen
Hans-Christoph Dahmen
Einsatz von Data Mining-Techniken zur Analyse ökologischer Standort- und Pflanzendaten.
39-42
1998
12
Künstliche Intell.
2
db/journals/ki/ki1998.html#KirstenWDD98
Stefan Wrobel
Scalability Issues in Inductive Logic Programming.
11-30
https://doi.org/10.1007/3-540-49730-7_2
1998
conf/alt/1998
ALT
db/conf/alt/alt1998.html#Wrobel98
Uta Bohnebeck
Werner Sälter
Tamás Horváth 0001
Stefan Wrobel
Dietmar Blohm
Measuring similarity of RNA structures by relational instance-based learning: A first step toward detecting RNA signal structures in silico.
1998
conf/gcb/1998
German Conference on Bioinformatics
db/conf/gcb/gcb1998.html#BohnebeckSHWB98
Uta Bohnebeck
Tamás Horváth 0001
Stefan Wrobel
Term Comparisons in First-Order Similarity Measures.
65-79
1998
conf/ilp/1998
ILP
db/conf/ilp/ilp98.html#BohnebeckHW98
https://doi.org/10.1007/BFb0027311
Mathias Kirsten
Stefan Wrobel
Relational Distance-Based Clustering.
261-270
1998
conf/ilp/1998
ILP
db/conf/ilp/ilp98.html#KirstenW98
https://doi.org/10.1007/BFb0027330
Stefan Wrobel
Data Mining - Das aktuelle Schlagwort.
22
1997
11
Künstliche Intell.
1
db/journals/ki/ki11.html#Wrobel97
Stefan Wrobel
An Algorithm for Multi-relational Discovery of Subgroups.
78-87
1997
conf/pkdd/1997
PKDD
db/conf/pkdd/pkdd97.html#Wrobel97
https://doi.org/10.1007/3-540-63223-9_108
Werner Emde
Jörg Rahmer
Angi Voß
Christian Beilken
Josef Börding
Wolfgang Orth
Ulrike Petersen
Jörg Walter Schaaf
Michael Spenke
Stefan Wrobel
Interactive Configuration in KIKon.
79-91
1997
conf/xps/1997
XPS
db/conf/xps/xps1997.html#EmdeRVBBOPSSW97
Nada Lavrac
Stefan Wrobel
Induktive Logikprogrammierung - Grundlagen und Techniken.
46-54
1996
10
Künstliche Intell.
3
db/journals/ki/ki10.html#LavracW96
Stefan Wrobel
Dietrich Wettschereck
Edgar Sommer
Werner Emde
Extensibility in Data Mining Systems.
214-219
1996
conf/kdd/1996
KDD
db/conf/kdd/kdd96.html#WrobelWSE96
http://www.aaai.org/Library/KDD/1996/kdd96-035.php
Nada Lavrac
Stefan Wrobel
Machine Learning: ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25-27, 1995, Proceedings
ECML
Lecture Notes in Computer Science
912
Springer
1995
3-540-59286-5
https://doi.org/10.1007/3-540-59286-5
db/conf/ecml/ecml95.html
Stefan Wrobel
Concept formation and knowledge revision: a demand driven approach to representation change.
I-XIV, 1-240
Kluwer
Technical University of Dortmund, Germany
1994
978-0-7923-9500-3
https://d-nb.info/940225190
Stefan Wrobel
Concept Formation During Interactive Theory Revision.
169-191
1994
14
Mach. Learn.
1
db/journals/ml/ml14.html#Wrobel94
https://doi.org/10.1023/A:1022674116380
Stefan Wrobel
On the Proper Definition of Minimality in Specialization and Theory Revision.
65-82
1993
conf/ecml/1993
ECML
db/conf/ecml/ecml93.html#Wrobel93
https://doi.org/10.1007/3-540-56602-3_128
Stefan Wrobel
Die Umweltverankerung von Begriffsbildungsprozessen.
22-26
1991
5
Künstliche Intell.
1
db/journals/ki/ki5.html#Wrobel91
Francesco Bergadano
Floriana Esposito
Céline Rouveirol
Stefan Wrobel
Panel: Evaluating and Changing Representation in Concept Acquisition.
89-100
1991
conf/ecml/1991
EWSL
db/conf/ecml/ewsl91.html#BergadanoERW91
https://doi.org/10.1007/BFb0017006
Stefan Wrobel
Towards a Model of Grounded Concept Formation.
712-719
1991
conf/ijcai/1991
IJCAI
db/conf/ijcai/ijcai91.html#Wrobel91
http://ijcai.org/Proceedings/91-2/Papers/016.pdf
Stefan Wrobel
Design Goals for Sloppy Modeling Systems.
461-477
1988
29
Int. J. Man Mach. Stud.
4
db/journals/ijmms/ijmms29.html#Wrobel88
https://doi.org/10.1016/S0020-7373(88)80006-3
Stefan Wrobel
Automatic Representation Adjustment in an Observational Discovery System.
253-262
1988
conf/ecml/1988
EWSL
db/conf/ecml/ewsl88.html#Wrobel88
Stefan Wrobel
Higher-order Concepts in a Tractable Knowledge Representation.
129-138
1987
conf/ki/1987
GWAI
db/conf/ki/gwai87.html#Wrobel87
https://doi.org/10.1007/978-3-642-73005-4_14
Stefan Wrobel
Demand-Driven Concept Formation.
289-319
1987
conf/kroml/1987
Knowledge Representation and Organization in Machine Learning
db/conf/kroml/kroml1987.html#Wrobel87
https://doi.org/10.1007/BFb0017228
Linara Adilova
Deyaa Adranale
Maram Akila
Zoltán Alexin
Fouad Alkhoury
Gennady L. Andrienko
Natalia V. Andrienko
Gabriel Anzer
Sören Auer
Jürgen Bajorath
Peter Bak
Christian Bauckhage
Pascal Bauer
Daniel Becker 0010
Sven Becker
Christian Beilken
Maren Bennewitz
Francesco Bergadano
Uwe Beyer
Dietmar Blohm
Uta Bohnebeck
Mario Boley
Josef Börding
Marion Borowski
Sebastian Bothe
Ulf Brefeld
Eduardo Brito
Guido Budziak
Krisztián Búza
Lourdes Peña Castillo
Armin B. Cremers
Kostadin Cvejoski
F. Wilhelm Dahmen
Hans-Christoph Dahmen
Christian Decomain
Tiansi Dong
Saso Dzeroski
Werner Emde
Gunar Ernis
Floriana Esposito
Asja Fischer
Peter A. Flach
Georg Fuchs
Thomas Gärtner 0001
Hanna Geppert
Fosca Giannotti
Melanie Gnasa
Henrik Grosskreutz
Tibor Gyimóthy
Dirk Hecker
Susanne Hoche
Michael ten Hompel
Tamás Horváth 0001
Sebastian Houben
Fabian Hüger
Christophe Hurter
Piotr Jankowski
Thorsten Joachims
Michael Kamp
Bo Kang
Atreyi Kankanhalli
Samuel Kaski
Daniel A. Keim
Mathias Kirsten
Slava Kisilevich
Alexander Kister
Joachim Köhler
Ioannis Kopanakis
Christine KoppChristine Körner
Menno-Jan Kraak
Maike Krause-Traudes
Mark-A. Krogel
Nada Lavrac
Chengjiang Li
Juan-Zi LiJuanzi Li
Thomas Liebig
Arend Ligtenberg
Claudia LöbbeckeClaudia Loebbecke
Alan M. MacEachren
Daniel Maier
Michael Mampaey
M. Lynne Markus
Michael May 0001
Silvia Miksch
Olana Missura
Michael Mock
Anna Monreale
Katharina Morik
Jennifer Neville
Damyan Ognianov
César Ojeda
Wolfgang Orth
Boris Otto
Gerhard Paass
Nathalie Paul
Dino Pedreschi
Ulrike Petersen
Nico Piatkowski
Annika Pick
Maximilian Pintz
Axel Poigné
Borislav Popov
Maximilian Poretschkin
Natalja Punko
Luc De Raedt
Jörg Rahmer
Rajkumar Ramamurthy
Jan Ramon
Simon Alan Rawles
Frank Reichartz
Theresa-Marie Rhyne
Salvatore Rinzivillo
Julia Rosenzweig
Fabrice Rossi
Céline Rouveirol
Stefan Rüping 0001
Werner Sälter
Omar El Sawy
Jörg Walter Schaaf
Tobias Scheffer
Simon Scheider
Peter Schlicht
Anna Schmitz
Jan David Schneider
Jannis Schücker
Daniel Schulz
Elena Schulz
Till Hendrik Schulz
Heidrun Schumann
Thomas Seidl 0001
Florian Seiffarth
Shivani Seth
Joachim Sicking
Rafet Sifa
Edgar Sommer
Michael Spenke
Eike Stadtländer
Kai Stalmann
Hendrik Stange
Dov Te'eni
Pavel Tokmakov
Daniel Trabold
Katrin Ullrich
Shankar Vembu
Michel Verleysen
S. V. N. Vishwanathan
Martin Vogt 0001
Angelika Voss
Angi Voß
Hans VoßHans Voss
Hongqi Wang
Hendrik Weber
Dennis Wegener
Dorina Weichert
Pascal Welke
Dietrich Wettschereck
Tim Wirtz
Zhao Xu 0001
Filip Zelezný