| 2024 | SDM | Early Multiple Temporal Patterns Based Event Prediction in Heterogeneous Multivariate Temporal Data. | Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch |
| 2023 | PAKDD | Continuously Predicting the Completion of a Time Intervals Related Pattern. | Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch |
| 2013 | ICDM | Support Vector Machines for Uplift Modeling. | Lukasz Zaniewicz, Szymon Jaroszewicz |
| 2010 | ICDM | Decision Trees for Uplift Modeling. | Piotr Rzepakowski, Szymon Jaroszewicz |
| 2008 | PAKDD | Minimum Variance Associations - Discovering Relationships in Numerical Data. | Szymon Jaroszewicz |
| 2007 | SDM | Approximating Representations for Large Numerical Databases. | Szymon Jaroszewicz, Marcin Korzen |
| 2006 | ICAISC | Comparison of Information Theoretical Measures for Reduct Finding. | Szymon Jaroszewicz, Marcin Korzen |
| 2006 | KDD | Mining rank-correlated sets of numerical attributes. | Toon Calders, Bart Goethals, Szymon Jaroszewicz |
| 2006 | KDD | Polynomial association rules with applications to logistic regression. | Szymon Jaroszewicz |
| 2006 | PAKDD | Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees. | Dan A. Simovici, Szymon Jaroszewicz |
| 2005 | ISDA | Finding Reducts Without Building the Discernibility Matrix. | Marcin Korzen, Szymon Jaroszewicz |
| 2005 | KDD | Fast discovery of unexpected patterns in data, relative to a Bayesian network. | Szymon Jaroszewicz, Tobias Scheffer |
| 2004 | KDD | Interestingness of frequent itemsets using Bayesian networks as background knowledge. | Szymon Jaroszewicz, Dan A. Simovici |
| 2004 | PAKDD | A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index. | Dan A. Simovici, Szymon Jaroszewicz |
| 2002 | PAKDD | Pruning Redundant Association Rules Using Maximum Entropy Principle. | Szymon Jaroszewicz, Dan A. Simovici |