Stefan Kramer
Stefan Kramer
Professor of Computer Science, Johannes Gutenberg University Mainz
Verified email at informatik.uni-mainz.de
Title
Cited by
Cited by
Year
Propositionalization approaches to relational data mining
S Kramer, N Lavrač, P Flach
Relational data mining, 262-291, 2001
3662001
Molecular feature mining in HIV data
S Kramer, L De Raedt, C Helma
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
2842001
Data mining and machine learning techniques for the identification of mutagenicity inducing substructures and structure activity relationships of noncongeneric compounds
C Helma, T Cramer, S Kramer, L De Raedt
Journal of chemical information and computer sciences 44 (4), 1402-1411, 2004
2182004
The levelwise version space algorithm and its application to molecular fragment finding
L De Raedt, S Kramer
International Joint Conference on Artificial Intelligence 17 (1), 853-862, 2001
1992001
The predictive toxicology challenge 2000–2001
C Helma, RD King, S Kramer, A Srinivasan
Bioinformatics 17 (1), 107-108, 2001
1702001
Pitfalls of supervised feature selection
P Smialowski, D Frishman, S Kramer
Bioinformatics 26 (3), 440-443, 2010
1632010
Prediction of ordinal classes using regression trees
S Kramer, G Widmer, B Pfahringer, M De Groeve
Fundamenta Informaticae 47 (1-2), 1-13, 2001
1612001
Structural regression trees
S Kramer
AAAI/IAAI, Vol. 1, 812-819, 1996
1581996
Ensembles of nested dichotomies for multi-class problems
E Frank, S Kramer
Proceedings of the twenty-first international conference on Machine learning, 39, 2004
1462004
Analyzing microarray data using quantitative association rules
E Georgii, L Richter, U Rückert, S Kramer
Bioinformatics 21 (suppl_2), ii123-ii129, 2005
1322005
Statistical evaluation of the predictive toxicology challenge 2000–2001
H Toivonen, A Srinivasan, RD King, S Kramer, C Helma
Bioinformatics 19 (10), 1183-1193, 2003
1292003
Feature construction with version spaces for biochemical applications
S Kramer, LD Raedt
Proceedings of the Eighteenth International Conference on Machine Learning …, 2001
1232001
Collaborative development of predictive toxicology applications
B Hardy, N Douglas, C Helma, M Rautenberg, N Jeliazkova, V Jeliazkov, ...
Journal of cheminformatics 2 (1), 7, 2010
1192010
Data quality in predictive toxicology: reproducibility of rodent carcinogenicity experiments.
E Gottmann, S Kramer, B Pfahringer, C Helma
Environmental Health Perspectives 109 (5), 509-514, 2001
1092001
Frequent free tree discovery in graph data
U Rückert, S Kramer
Proceedings of the 2004 ACM symposium on Applied computing, 564-570, 2004
982004
Ensembles of balanced nested dichotomies for multi-class problems
L Dong, E Frank, S Kramer
European conference on principles of data mining and knowledge discovery, 84-95, 2005
942005
A new representation for protein secondary structure prediction based on frequent patterns
F Birzele, S Kramer
Bioinformatics 22 (21), 2628-2634, 2006
792006
Inducing classification and regression trees in first order logic
S Kramer, G Widmer
Relational Data Mining, 140-159, 2001
752001
Experiments in predicting biodegradability
S Džeroski, H Blockeel, B Kompare, S Kramer, B Pfahringer, W Van Laer
International Conference on Inductive Logic Programming, 80-91, 1999
751999
A survey of the predictive toxicology challenge 2000–2001
C Helma, S Kramer
Bioinformatics 19 (10), 1179-1182, 2003
672003
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