On Axiomatization of Conditional Entropy of Functions Between Finite Sets. - Szymon Jaroszewicz; Dan A. Simovici (ISMVL, 1999)

On Information-Theoretical Aspects of Relational Databases. - Dan A. Simovici; Szymon Jaroszewicz (Finite Versus Infinite, 2000)

Data Mining of Weak Functional Decompositions. - Szymon Jaroszewicz; Dan A. Simovici (ISMVL, 2000)

An Axiomatization of Generalized Entropy of Partitions. - Dan A. Simovici; Szymon Jaroszewicz (ISMVL, 2001)

A General Measure of Rule Interestingness. - Szymon Jaroszewicz; Dan A. Simovici (PKDD, 2001)

On Functions Defined on Free Boolean Algebras. - Ivo G. Rosenberg; Dan A. Simovici; Szymon Jaroszewicz (ISMVL, 2002)

Pruning Redundant Association Rules Using Maximum Entropy Principle. - Szymon Jaroszewicz; Dan A. Simovici (PAKDD, 2002)

Support Approximations Using Bonferroni-Type Inequalities. - Szymon Jaroszewicz; Dan A. Simovici (PKDD, 2002)

An axiomatization of partition entropy. - Dan A. Simovici; Szymon Jaroszewicz (IEEE Trans. Inf. Theory, 2002)

Generalized Conditional Entropy and Decision Trees. - Dan A. Simovici; Szymon Jaroszewicz (EGC, 2003)

Interestingness of frequent itemsets using Bayesian networks as background knowledge. - Szymon Jaroszewicz; Dan A. Simovici (KDD, 2004)

A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index. - Dan A. Simovici; Szymon Jaroszewicz (PAKDD, 2004)

Measures on Boolean polynomials and their applications in data mining. - Szymon Jaroszewicz; Dan A. Simovici; Ivo G. Rosenberg (Discret. Appl. Math., 2004)

The Goodman-Kruskal coefficient and its applications in genetic diagnosis of cancer. - Szymon Jaroszewicz; Dan A. Simovici; Winston Patrick Kuo; Lucila Ohno-Machado (IEEE Trans. Biomed. Eng., 2004)

Finding Reducts Without Building the Discernibility Matrix. - Marcin Korzen; Szymon Jaroszewicz (ISDA, 2005)

Fast discovery of unexpected patterns in data, relative to a Bayesian network. - Szymon Jaroszewicz; Tobias Scheffer (KDD, 2005)

Comparison of Information Theoretical Measures for Reduct Finding. - Szymon Jaroszewicz; Marcin Korzen (ICAISC, 2006)

Mining rank-correlated sets of numerical attributes. - Toon Calders; Bart Goethals; Szymon Jaroszewicz (KDD, 2006)

Polynomial association rules with applications to logistic regression. - Szymon Jaroszewicz (KDD, 2006)

Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees. - Dan A. Simovici; Szymon Jaroszewicz (PAKDD, 2006)

A new metric splitting criterion for decision trees. - Dan A. Simovici; Szymon Jaroszewicz (Int. J. Parallel Emergent Distributed Syst., 2006)

Efficient AUC Optimization for Classification. - Toon Calders; Szymon Jaroszewicz (PKDD, 2007)

Approximating Representations for Large Numerical Databases. - Szymon Jaroszewicz; Marcin Korzen (SDM, 2007)

Minimum Variance Associations - Discovering Relationships in Numerical Data. - Szymon Jaroszewicz (PAKDD, 2008)

Schema matching on streams with accuracy guarantees. - Szymon Jaroszewicz; Lenka Ivantysynova; Tobias Scheffer (Intell. Data Anal., 2008)

Scalable pattern mining with Bayesian networks as background knowledge. - Szymon Jaroszewicz; Tobias Scheffer; Dan A. Simovici (Data Min. Knowl. Discov., 2009)

Decision Trees for Uplift Modeling. - Piotr Rzepakowski; Szymon Jaroszewicz (ICDM, 2010)

Using interesting sequences to interactively build Hidden Markov Models. - Szymon Jaroszewicz (Data Min. Knowl. Discov., 2010)

Decision trees for uplift modeling with single and multiple treatments. - Piotr Rzepakowski; Szymon Jaroszewicz (Knowl. Inf. Syst., 2012)

Arithmetic Operations on Independent Random Variables: A Numerical Approach. - Szymon Jaroszewicz; Marcin Korzen (SIAM J. Sci. Comput., 2012)

Support Vector Machines for Uplift Modeling. - Lukasz Zaniewicz; Szymon Jaroszewicz (ICDM Workshops, 2013)

What Makes a Good Team of Wikipedia Editors? A Preliminary Statistical Analysis. - Leszek Bukowski; Michal Jankowski-Lorek; Szymon Jaroszewicz; Marcin Sydow (SocInfo Workshops, 2013)

Logistic regression with weight grouping priors. - Marcin Korzen; Szymon Jaroszewicz; Przemyslaw Klesk (Comput. Stat. Data Anal., 2013)

Fast Stepwise Regression on Linked Data. - Barbara Zogala-Siudem; Szymon Jaroszewicz (LD4KD, 2014)

GitHub Projects. Quality Analysis of Open-Source Software. - Oskar Jarczyk; Blazej Gruszka; Szymon Jaroszewicz; Leszek Bukowski; Adam Wierzbicki (SocInfo, 2014)

Ensemble methods for uplift modeling. - Michal Soltys; Szymon Jaroszewicz; Piotr Rzepakowski (Data Min. Knowl. Discov., 2015)

Verifying social network models of Wikipedia knowledge community. - Michal Jankowski-Lorek; Szymon Jaroszewicz; Lukasz Ostrowski; Adam Wierzbicki (Inf. Sci., 2016)

Székely Regularization for Uplift Modeling. - Szymon Jaroszewicz; Lukasz Zaniewicz (Challenges in Computational Statistics and Data Mining, 2016)

$$L_p$$ L p -Support vector machines for uplift modeling. - Lukasz Zaniewicz; Szymon Jaroszewicz (Knowl. Inf. Syst., 2017)

Uplift Modeling. - Szymon Jaroszewicz (Encyclopedia of Machine Learning and Data Mining, 2017)

Boosting algorithms for uplift modeling. - Michal Soltys; Szymon Jaroszewicz (CoRR, 2018)

Linear regression for uplift modeling. - Krzysztof Rudas; Szymon Jaroszewicz (Data Min. Knowl. Discov., 2018)

Surgical teams on GitHub: Modeling performance of GitHub project development processes. - Oskar Jarczyk; Szymon Jaroszewicz; Adam Wierzbicki; Kamil Pawlak; Michal Jankowski-Lorek (Inf. Softw. Technol., 2018)

Shrinkage Estimators for Uplift Regression. - Krzysztof Rudas; Szymon Jaroszewicz (ECML/PKDD (1), 2019)

Response transformation and profit decomposition for revenue uplift modeling. - Robin Marco Gubela; Stefan Lessmann; Szymon Jaroszewicz (Eur. J. Oper. Res., 2020)

Fast stepwise regression based on multidimensional indexes. - Barbara Zogala-Siudem; Szymon Jaroszewicz (Inf. Sci., 2021)

Continuously Predicting the Completion of a Time Intervals Related Pattern. - Nevo Itzhak; Szymon Jaroszewicz; Robert Moskovitch (PAKDD (1), 2023)

Regularization for Uplift Regression. - Krzysztof Rudas; Szymon Jaroszewicz (ECML/PKDD (1), 2023)

Shrinkage Estimators for the Intercept in Linear and Uplift Regression. - Szymon Jaroszewicz; Krzysztof Rudas (Sci. Ann. Comput. Sci., 2023)

Continuous prediction of a time intervals-related pattern's completion. - Nevo Itzhak; Szymon Jaroszewicz; Robert Moskovitch (Knowl. Inf. Syst., 2023)

Early Multiple Temporal Patterns Based Event Prediction in Heterogeneous Multivariate Temporal Data. - Nevo Itzhak; Szymon Jaroszewicz; Robert Moskovitch (SDM, 2024)

Class flipping for uplift modeling and Heterogeneous Treatment Effect estimation on imbalanced RCT data. - Krzysztof Rudas; Szymon Jaroszewicz (CoRR, 2024)

Event prediction by estimating continuously the completion of a single temporal pattern's instances. - Nevo Itzhak; Szymon Jaroszewicz; Robert Moskovitch (J. Biomed. Informatics, 2024)

Variable screening for Lasso based on multidimensional indexing. - Barbara Zogala-Siudem; Szymon Jaroszewicz (Data Min. Knowl. Discov., 2024)

Temporal ensemble of multiple patterns' instances for continuous prediction of events. - Nevo Itzhak; Szymon Jaroszewicz; Robert Moskovitch (Mach. Learn., 2025)

Time-intervals-related pattern selection for continuous event prediction. - Nevo Itzhak; Szymon Jaroszewicz; Robert Moskovitch (Pattern Recognit., 2025)