Stefan Kramer
Stefan Kramer
Professor of Computer Science, Johannes Gutenberg University Mainz
Verified email at
Cited by
Cited by
Propositionalization approaches to relational data mining
S Kramer, N Lavrač, P Flach
Relational data mining, 262-291, 2001
Molecular feature mining in HIV data
S Kramer, L De Raedt, C Helma
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
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
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
The predictive toxicology challenge 2000–2001
C Helma, RD King, S Kramer, A Srinivasan
Bioinformatics 17 (1), 107-108, 2001
Pitfalls of supervised feature selection
P Smialowski, D Frishman, S Kramer
Bioinformatics 26 (3), 440-443, 2010
Prediction of ordinal classes using regression trees
S Kramer, G Widmer, B Pfahringer, M De Groeve
Fundamenta Informaticae 47 (1-2), 1-13, 2001
Ensembles of nested dichotomies for multi-class problems
E Frank, S Kramer
Proceedings of the twenty-first international conference on Machine learning, 39, 2004
Structural regression trees
S Kramer
AAAI/IAAI, Vol. 1, 812-819, 1996
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
Analyzing microarray data using quantitative association rules
E Georgii, L Richter, U Rückert, S Kramer
Bioinformatics 21 (suppl_2), ii123-ii129, 2005
Collaborative development of predictive toxicology applications
B Hardy, N Douglas, C Helma, M Rautenberg, N Jeliazkova, V Jeliazkov, ...
Journal of cheminformatics 2 (1), 1-29, 2010
Feature construction with version spaces for biochemical applications
S Kramer, LD Raedt
Proceedings of the eighteenth international conference on machine learning …, 2001
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
Frequent free tree discovery in graph data
U Rückert, S Kramer
Proceedings of the 2004 ACM symposium on Applied computing, 564-570, 2004
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
A new representation for protein secondary structure prediction based on frequent patterns
F Birzele, S Kramer
Bioinformatics 22 (21), 2628-2634, 2006
Cinema audiences reproducibly vary the chemical composition of air during films, by broadcasting scene specific emissions on breath
J Williams, C Stönner, J Wicker, N Krauter, B Derstroff, E Bourtsoukidis, ...
Scientific reports 6 (1), 1-10, 2016
enviPath–The environmental contaminant biotransformation pathway resource
J Wicker, T Lorsbach, M Gütlein, E Schmid, D Latino, S Kramer, K Fenner
Nucleic acids research 44 (D1), D502-D508, 2016
Inducing classification and regression trees in first order logic
S Kramer, G Widmer
Relational Data Mining, 140-159, 2001
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