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Stefan Kramer
Stefan Kramer
Professor of Computer Science, Johannes Gutenberg University Mainz
Bestätigte E-Mail-Adresse bei informatik.uni-mainz.de
Titel
Zitiert von
Zitiert von
Jahr
Propositionalization approaches to relational data mining
S Kramer, N Lavrač, P Flach
Relational data mining, 262-291, 2001
3972001
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
2982004
Molecular feature mining in HIV data
S Kramer, L De Raedt, C Helma
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
2862001
Pitfalls of supervised feature selection
P Smialowski, D Frishman, S Kramer
Bioinformatics 26 (3), 440-443, 2010
2112010
The predictive toxicology challenge 2000–2001
C Helma, RD King, S Kramer, A Srinivasan
Bioinformatics 17 (1), 107-108, 2001
2092001
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
2032001
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
1792003
Prediction of ordinal classes using regression trees
S Kramer, G Widmer, B Pfahringer, M De Groeve
Fundamenta Informaticae 47 (1-2), 1-13, 2001
1722001
Ensembles of nested dichotomies for multi-class problems
E Frank, S Kramer
Proceedings of the twenty-first international conference on Machine learning, 39, 2004
1682004
Structural regression trees
S Kramer
AAAI/IAAI, Vol. 1, 812-819, 1996
1581996
Analyzing microarray data using quantitative association rules
E Georgii, L Richter, U Rückert, S Kramer
Bioinformatics 21 (suppl_2), ii123-ii129, 2005
1322005
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
1262001
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
1232010
Feature construction with version spaces for biochemical applications
S Kramer, LD Raedt
Proceedings of the eighteenth international conference on machine learning …, 2001
1212001
Frequent free tree discovery in graph data
U Rückert, S Kramer
Proceedings of the 2004 ACM symposium on Applied computing, 564-570, 2004
1032004
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
1022016
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
1002005
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
852016
A new representation for protein secondary structure prediction based on frequent patterns
F Birzele, S Kramer
Bioinformatics 22 (21), 2628-2634, 2006
852006
Inducing classification and regression trees in first order logic
S Kramer, G Widmer
Relational Data Mining, 140-159, 2001
762001
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