| Propositionalization approaches to relational data mining S Kramer, N Lavrač, P Flach Relational data mining, 262-291, 2001 | 363 | 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 | 283 | 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 | 212 | 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 | 198 | 2001 |
| The predictive toxicology challenge 2000–2001 C Helma, RD King, S Kramer, A Srinivasan Bioinformatics 17 (1), 107-108, 2001 | 169 | 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 | 160 | 2001 |
| Pitfalls of supervised feature selection P Smialowski, D Frishman, S Kramer Bioinformatics 26 (3), 440-443, 2010 | 159 | 2010 |
| Structural regression trees S Kramer AAAI/IAAI, Vol. 1, 812-819, 1996 | 158 | 1996 |
| Ensembles of nested dichotomies for multi-class problems E Frank, S Kramer Proceedings of the twenty-first international conference on Machine learning, 39, 2004 | 144 | 2004 |
| Analyzing microarray data using quantitative association rules E Georgii, L Richter, U Rückert, S Kramer Bioinformatics 21 (suppl_2), ii123-ii129, 2005 | 132 | 2005 |
| 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 | 128 | 2003 |
| Feature construction with version spaces for biochemical applications S Kramer, LD Raedt Proceedings of the Eighteenth International Conference on Machine Learning …, 2001 | 123 | 2001 |
| 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 | 118 | 2010 |
| 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 | 106 | 2001 |
| Frequent free tree discovery in graph data U Rückert, S Kramer Proceedings of the 2004 ACM symposium on Applied computing, 564-570, 2004 | 98 | 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 | 93 | 2005 |
| A new representation for protein secondary structure prediction based on frequent patterns F Birzele, S Kramer Bioinformatics 22 (21), 2628-2634, 2006 | 79 | 2006 |
| Inducing classification and regression trees in first order logic S Kramer, G Widmer Relational Data Mining, 140-159, 2001 | 75 | 2001 |
| 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 | 74 | 1999 |
| A survey of the predictive toxicology challenge 2000–2001 C Helma, S Kramer Bioinformatics 19 (10), 1179-1182, 2003 | 67 | 2003 |
