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
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
Molecular feature mining in HIV data
S Kramer, L De Raedt, C Helma
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
Multi instance neural networks
J Ramon
ML-2000 Workshop Attribute-Value and Relational Learning, 2000
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
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
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
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
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
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
Polymeric nanoparticles with neglectable protein corona
I Alberg, S Kramer, M Schinnerer, Q Hu, C Seidl, C Leps, N Drude, ...
Small 16 (18), 1907574, 2020
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, 1-29, 2010
Feature construction with version spaces for biochemical application
S Kramer
Proceedings of the 18th international conference on machine learning, 2001, 2001
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), 25464, 2016
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
Knowledge Discovery in Databases: PKDD 2005: 9th European Conference on …, 2005
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