Stefan Wrobel

	2010
71		Mario Boley, Tamás Horváth, Axel Poigné, Stefan Wrobel: Listing closed sets of strongly accessible set systems with applications to data mining. Theor. Comput. Sci. 411(3): 691-700 (2010)
	2009
70		Dennis Wegener, Michael Mock, Deyaa Adranale, Stefan Wrobel: Toolkit-Based High-Performance Data Mining of Large Data on MapReduce Clusters. ICDM Workshops 2009: 296-301
69		Hongqi Wang, Olana Missura, Thomas Gärtner, Stefan Wrobel: Context-Based Clustering of Image Search Results. KI 2009: 153-160
68		Mario Boley, Tamás Horváth, Stefan Wrobel: Efficient Discovery of Interesting Patterns Based on Strong Closedness. SDM 2009: 1002-1013
67		Mario Boley, Tamás Horváth, Stefan Wrobel: Efficient discovery of interesting patterns based on strong closedness. Statistical Analysis and Data Mining 2(5-6): 346-360 (2009)
	2008
66		Henrik Grosskreutz, Stefan Rüping, Stefan Wrobel: Tight Optimistic Estimates for Fast Subgroup Discovery. ECML/PKDD (1) 2008: 440-456
65		Natalja Punko, Stefan Rüping, Stefan Wrobel: Facilitating Clinico-Genomic Knowledge Discovery by Automatic Selection of KDD Processes. LWA 2008: 84-86
64		Gennady L. Andrienko, Natalia V. Andrienko, Ioannis Kopanakis, Arend Ligtenberg, Stefan Wrobel: Visual Analytics Methods for Movement Data. Mobility, Data Mining and Privacy 2008: 375-410
	2007
63		Mario Boley, Tamás Horváth, Axel Poigné, Stefan Wrobel: Efficient Closed Pattern Mining in Strongly Accessible Set Systems. MLG 2007
62		Shankar Vembu, Thomas Gärtner, Stefan Wrobel: Semidefinite Ranking on Graphs. MLG 2007
61		Mario Boley, Tamás Horváth, Axel Poigné, Stefan Wrobel: Efficient Closed Pattern Mining in Strongly Accessible Set Systems (Extended Abstract). PKDD 2007: 382-389
60		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. International Journal of Geographical Information Science 21(8): 839-857 (2007)
59		Gennady L. Andrienko, Natalia V. Andrienko, Stefan Wrobel: Visual analytics tools for analysis of movement data. SIGKDD Explorations 9(2): 38-46 (2007)
	2006
58		Christine Körner, Stefan Wrobel: Multi-class Ensemble-Based Active Learning. ECML 2006: 687-694
57		Ulf Brefeld, Thomas Gärtner, Tobias Scheffer, Stefan Wrobel: Efficient co-regularised least squares regression. ICML 2006: 137-144
56		Tamás Horváth, Jan Ramon, Stefan Wrobel: Frequent subgraph mining in outerplanar graphs. KDD 2006: 197-206
55		Tamás Horváth, Jan Ramon, Stefan Wrobel: Frequent Subgraph Mining in Outerplanar Graphs. LWA 2006: 290-296
54		Christine Körner, Stefan Wrobel: Bias-Free Hypothesis Evaluation in Multirelational Domains. PAKDD 2006: 668-672
53		Tamás Horváth, Susanne Hoche, Stefan Wrobel: Effective rule induction from labeled graphs. SAC 2006: 611-616
52		Christine Körner, Stefan Wrobel: Bias-free hypothesis evaluation in multirelational domains. SAC 2006: 639-640
	2005
51		Luc De Raedt, Stefan Wrobel: Machine Learning, Proceedings of the Twenty-Second International Conference (ICML 2005), Bonn, Germany, August 7-11, 2005 ACM 2005
50		Stefan Wrobel, Thomas Gärtner, Tamás Horváth: Kernels for Predictive Graph Mining. GfKl 2005: 75-86
49		Christine Körner, Stefan Wrobel: Bias-free Hypothesis Evaluation in Multirelational Domains. LWA 2005: 172-177
	2004
48		Lourdes Peña Castillo, Stefan Wrobel: A comparative study on methods for reducing myopia of hill-climbing search in multirelational learning. ICML 2004
47		Tamás Horváth, Thomas Gärtner, Stefan Wrobel: Cyclic pattern kernels for predictive graph mining. KDD 2004: 158-167
	2003
46		Thomas Gärtner, Peter A. Flach, Stefan Wrobel: On Graph Kernels: Hardness Results and Efficient Alternatives. COLT 2003: 129-143
45		Lourdes Peña Castillo, Stefan Wrobel: Learning Minesweeper with Multirelational Learning. IJCAI 2003: 533-540
44		Susanne Hoche, Stefan Wrobel: A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting. ILP 2003: 180-196
43		Mark-A. Krogel, Simon Rawles, Filip Zelezný, Peter A. Flach, Nada Lavrac, Stefan Wrobel: Comparative Evaluation of Approaches to Propositionalization. ILP 2003: 197-214
42		Saso Dzeroski, Luc De Raedt, Stefan Wrobel: Multirelational data mining 2003: workshop report. SIGKDD Explorations 5(2): 200-202 (2003)
	2002
41		Mark-A. Krogel, Stefan Wrobel: Feature Selection for Propositionalization. Discovery Science 2002: 430-434
40		Susanne Hoche, Stefan Wrobel: Scaling Boosting by Margin-Based Inclusionof Features and Relations. ECML 2002: 148-160
39		Lourdes Peña Castillo, Stefan Wrobel: Macro-Operators in Multirelational Learning: A Search-Space Reduction Technique. ECML 2002: 357-368
38		Lourdes Peña Castillo, Stefan Wrobel: On the Stability of Example-Driven Learning Systems: A Case Study in Multirelational Learning. MICAI 2002: 321-330
37		Tobias Scheffer, Stefan Wrobel: A Scalable Constant-Memory Sampling Algorithm for Pattern Discovery in Large Databases. PKDD 2002: 397-409
36		Tobias Scheffer, Stefan Wrobel: Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling. Journal of Machine Learning Research 3: 833-862 (2002)
35		Tobias Scheffer, Stefan Wrobel, Borislav Popov, Damyan Ognianov, Christian Decomain, Susanne Hoche: Lerning Hidden Markov Models for Information Extraction Actively from Partially Labeled Text. KI 16(2): 17-22 (2002)
	2001
34		Tamás Horváth, Stefan Wrobel: Towards Discovery of Deep and Wide First-Order Structures: A Case Study in the Domain of Mutagenicity. Discovery Science 2001: 100-112
33		Stefan Wrobel: Scalability, Search, and Sampling: From Smart Algorithms to Active Discovery. ECML 2001: 615
32		Tobias Scheffer, Christian Decomain, Stefan Wrobel: Mining the Web with Active Hidden Markov Models. ICDM 2001: 645-646
31		Tobias Scheffer, Stefan Wrobel: Incremental Maximization of Non-Instance-Averaging Utility Functions with Applications to Knowledge Discovery Problems. ICML 2001: 481-488
30		Tobias Scheffer, Christian Decomain, Stefan Wrobel: Active Hidden Markov Models for Information Extraction. IDA 2001: 309-318
29		Mark-A. Krogel, Stefan Wrobel: Transformation-Based Learning Using Multirelational Aggregation. ILP 2001: 142-155
28		Susanne Hoche, Stefan Wrobel: Relational Learning Using Constrained Confidence-Rated Boosting. ILP 2001: 51-64
27		Stefan Wrobel: Scalability, Search, and Sampling: From Smart Algorithms to Active Discovery. PKDD 2001: 507
26		Tamás Horváth, Stefan Wrobel, Uta Bohnebeck: Relational Instance-Based Learning with Lists and Terms. Machine Learning 43(1/2): 53-80 (2001)
	2000
25		Mathias Kirsten, Stefan Wrobel: Extending K-Means Clustering to First-Order Representations. ILP 2000: 112-129
24		Tobias Scheffer, Stefan Wrobel: A sequential sampling algorithm for a general class of utility criteria. KDD 2000: 330-334
	1999
23		Tamás Horváth, Zoltán Alexin, Tibor Gyimóthy, Stefan Wrobel: Application of Different Learning Methods to Hungarian Part-of-Speech Tagging. ILP 1999: 128-139
	1998
22		Stefan Wrobel: Scalability Issues in Inductive Logic Programming. ALT 1998: 11-30
21		Uta Bohnebeck, Werner Sälter, Tamás Horváth, Stefan Wrobel, Dietmar Blohm: Measuring similarity of RNA structures by relational instance-based learning: A first step toward detecting RNA signal structures in silico. German Conference on Bioinformatics 1998
20		Mathias Kirsten, Stefan Wrobel: Relational Distance-Based Clustering. ILP 1998: 261-270
19		Uta Bohnebeck, Tamás Horváth, Stefan Wrobel: Term Comparisons in First-Order Similarity Measures. ILP 1998: 65-79
18		Stefan Wrobel: Data Mining Serviceteil. KI 12(1): 58-59 (1998)
17		Stefan Wrobel: Data Mining und Wissensentdeckung in Datenbanken. KI 12(1): 6-10 (1998)
16		Mathias Kirsten, Stefan Wrobel, F. Wilhelm Dahmen, Hans-Christoph Dahmen: Einsatz von Data Mining-Techniken zur Analyse ökologischer Standort- und Pflanzendaten. KI 12(2): 39-42 (1998)
	1997
15		Stefan Wrobel: An Algorithm for Multi-relational Discovery of Subgroups. PKDD 1997: 78-87
14		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. XPS 1997: 79-91
13		Stefan Wrobel: Data Mining - Das aktuelle Schlagwort. KI 11(1): 22 (1997)
	1996
12		Stefan Wrobel, Dietrich Wettschereck, Edgar Sommer, Werner Emde: Extensibility in Data Mining Systems. KDD 1996: 214-219
11		Nada Lavrac, Stefan Wrobel: Induktive Logikprogrammierung - Grundlagen und Techniken. KI 10(3): 46-54 (1996)
	1995
10		Nada Lavrac, Stefan Wrobel: Machine Learning: ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25-27, 1995, Proceedings Springer 1995
	1994
9		Stefan Wrobel: Concept Formation During Interactive Theory Revision. Machine Learning 14(1): 169-191 (1994)
	1993
8		Stefan Wrobel: On the Proper Definition of Minimality in Specialization and Theory Revision. ECML 1993: 65-82
	1991
7		Francesco Bergadano, Floriana Esposito, Céline Rouveirol, Stefan Wrobel: Panel: Evaluating and Changing Representation in Concept Acquisition. EWSL 1991: 89-100
6		Stefan Wrobel: Towards a Model of Grounded Concept Formation. IJCAI 1991: 712-719
5		Stefan Wrobel: Die Umweltverankerung von Begriffsbildungsprozessen. KI 5(1): 22-26 (1991)
	1988
4		Stefan Wrobel: Automatic Representation Adjustment in an Observational Discovery System. EWSL 1988: 253-262
3		Stefan Wrobel: Design Goals for Sloppy Modeling Systems. International Journal of Man-Machine Studies 29(4): 461-477 (1988)
	1987
2		Stefan Wrobel: Higher-order Concepts in a Tractable Knowledge Representation. GWAI 1987: 129-138
1		Stefan Wrobel: Demand-Driven Concept Formation. Knowledge Representation and Organization in Machine Learning 1987: 289-319

Coauthor Index

1	Deyaa Adranale	[70]
2	Zoltán Alexin	[23]
3	Gennady L. Andrienko	[59] [60] [64]
4	Natalia V. Andrienko	[59] [60] [64]
5	Christian Beilken	[14]
6	Francesco Bergadano	[7]
7	Dietmar Blohm	[21]
8	Uta Bohnebeck	[19] [21] [26]
9	Mario Boley	[61] [63] [67] [68] [71]
10	Josef Börding	[14]
11	Ulf Brefeld	[57]
12	Lourdes Peña Castillo	[38] [39] [45] [48]
13	F. Wilhelm Dahmen	[16]
14	Hans-Christoph Dahmen	[16]
15	Christian Decomain	[30] [32] [35]
16	Saso Dzeroski	[42]
17	Werner Emde	[12] [14]
18	Floriana Esposito	[7]
19	Peter A. Flach	[43] [46]
20	Thomas Gärtner	[46] [47] [50] [57] [62] [69]
21	Henrik Grosskreutz	[66]
22	Tibor Gyimóthy	[23]
23	Susanne Hoche	[28] [35] [40] [44] [53]
24	Tamás Horváth	[19] [21] [23] [26] [34] [47] [50] [53] [55] [56] [61] [63] [67] [68] [71]
25	Piotr Jankowski	[60]
26	Daniel A. Keim	[60]
27	Mathias Kirsten	[16] [20] [25]
28	Ioannis Kopanakis	[64]
29	Christine Körner	[49] [52] [54] [58]
30	Menno-Jan Kraak	[60]
31	Mark-A. Krogel	[29] [41] [43]
32	Nada Lavrac	[10] [11] [43]
33	Arend Ligtenberg	[64]
34	Alan M. MacEachren	[60]
35	Olana Missura	[69]
36	Michael Mock	[70]
37	Damyan Ognianov	[35]
38	Wolfgang Orth	[14]
39	Ulrike Petersen	[14]
40	Axel Poigné	[61] [63] [71]
41	Borislav Popov	[35]
42	Natalja Punko	[65]
43	Luc De Raedt	[42] [51]
44	Jörg Rahmer	[14]
45	Jan Ramon	[55] [56]
46	Simon Rawles	[43]
47	Céline Rouveirol	[7]
48	Stefan Rüping	[65] [66]
49	Werner Sälter	[21]
50	Jörg Walter Schaaf	[14]
51	Tobias Scheffer	[24] [30] [31] [32] [35] [36] [37] [57]
52	Edgar Sommer	[12]
53	Michael Spenke	[14]
54	Shankar Vembu	[62]
55	Angi Voß (Angi Voss)	[14]
56	Hongqi Wang	[69]
57	Dennis Wegener	[70]
58	Dietrich Wettschereck	[12]
59	Filip Zelezný	[43]

Colors in the list of coauthors