Szymon Jaroszewicz
Szymon Jaroszewicz
Professor at the Institute of Computer Science, Polish Academy of Sciences
Verified email at - Homepage
Cited by
Cited by
Decision trees for uplift modeling with single and multiple treatments
P Rzepakowski, S Jaroszewicz
Knowledge and Information Systems 32, 303-327, 2012
Efficient AUC optimization for classification
T Calders, S Jaroszewicz
European conference on principles of data mining and knowledge discovery, 42-53, 2007
Uplift modeling for clinical trial data
M Jaskowski, S Jaroszewicz
ICML workshop on clinical data analysis 46, 79-95, 2012
Interestingness of frequent itemsets using bayesian networks as background knowledge
S Jaroszewicz, DA Simovici
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
Github projects. quality analysis of open-source software
O Jarczyk, B Gruszka, S Jaroszewicz, L Bukowski, A Wierzbicki
Social Informatics: 6th International Conference, SocInfo 2014, Barcelona …, 2014
Decision trees for uplift modeling
P Rzepakowski, S Jaroszewicz
2010 IEEE International Conference on Data Mining, 441-450, 2010
Ensemble methods for uplift modeling
M Sołtys, S Jaroszewicz, P Rzepakowski
Data mining and knowledge discovery 29, 1531-1559, 2015
An axiomatization of partition entropy
DA Simovici, S Jaroszewicz
IEEE Transactions on Information Theory 48 (7), 2138-2142, 2002
Pruning redundant association rules using maximum entropy principle
S Jaroszewicz, DA Simovici
Advances in Knowledge Discovery and Data Mining: 6th Pacific-Asia Conference …, 2002
Mining rank-correlated sets of numerical attributes
T Calders, B Goethals, S Jaroszewicz
Proceedings of the 12th ACM SIGKDD international conference on knowledge …, 2006
Support vector machines for uplift modeling
Ł Zaniewicz, S Jaroszewicz
2013 IEEE 13th International Conference on Data Mining Workshops, 131-138, 2013
Fast discovery of unexpected patterns in data, relative to a bayesian network
S Jaroszewicz, T Scheffer
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
A general measure of rule interestingness
S Jaroszewicz, DA Simovici
Principles of Data Mining and Knowledge Discovery: 5th European Conference …, 2001
Uplift modeling in direct marketing
P Rzepakowski, S Jaroszewicz
Journal of telecommunications and information technology, 43-50, 2012
Response transformation and profit decomposition for revenue uplift modeling
RM Gubela, S Lessmann, S Jaroszewicz
European Journal of Operational Research 283 (2), 647-661, 2020
Surgical teams on GitHub: Modeling performance of GitHub project development processes
O Jarczyk, S Jaroszewicz, A Wierzbicki, K Pawlak, M Jankowski-Lorek
Information and Software Technology 100, 32-46, 2018
Scalable pattern mining with Bayesian networks as background knowledge
S Jaroszewicz, T Scheffer, DA Simovici
Data Mining and Knowledge Discovery 18, 56-100, 2009
Generalized conditional entropy and decision trees
DA Simovici, S Jaroszewicz
Revue d'intelligence artificielle 17 (1-3), 369-380, 2003
Linear regression for uplift modeling
K Rudaś, S Jaroszewicz
Data Mining and Knowledge Discovery 32, 1275-1305, 2018
Arithmetic operations on independent random variables: a numerical approach
S Jaroszewicz, M Korzeń
SIAM Journal on Scientific Computing 34 (3), A1241-A1265, 2012
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