Szymon Jaroszewicz

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 16

Top Topics

Regression Function

Multivariate Temporal Data

Development Processes

Stepwise Regression

Top Venues

Data Min. Knowl. Discov.

Knowl. Inf. Syst.

Publications

Barbara Zogala-Siudem, Szymon Jaroszewicz
Variable screening for Lasso based on multidimensional indexing. Data Min. Knowl. Discov. 38 (1) (2024)
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
Early Multiple Temporal Patterns Based Event Prediction in Heterogeneous Multivariate Temporal Data. SDM (2024)
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
Event prediction by estimating continuously the completion of a single temporal pattern's instances. J. Biomed. Informatics 156 (2024)
Szymon Jaroszewicz, Krzysztof Rudas
Shrinkage Estimators for the Intercept in Linear and Uplift Regression. Sci. Ann. Comput. Sci. 33 (1) (2023)
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
Continuously Predicting the Completion of a Time Intervals Related Pattern. PAKDD (1) (2023)
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch
Continuous prediction of a time intervals-related pattern's completion. Knowl. Inf. Syst. 65 (11) (2023)
Krzysztof Rudas, Szymon Jaroszewicz
Regularization for Uplift Regression. ECML/PKDD (1) (2023)
Barbara Zogala-Siudem, Szymon Jaroszewicz
Fast stepwise regression based on multidimensional indexes. Inf. Sci. 549 (2021)
Robin Marco Gubela, Stefan Lessmann, Szymon Jaroszewicz
Response transformation and profit decomposition for revenue uplift modeling. Eur. J. Oper. Res. 283 (2) (2020)
Robin Marco Gubela, Stefan Lessmann, Szymon Jaroszewicz
Response Transformation and Profit Decomposition for Revenue Uplift Modeling. CoRR (2019)
Krzysztof Rudas, Szymon Jaroszewicz
Shrinkage Estimators for Uplift Regression. ECML/PKDD (1) (2019)
Oskar Jarczyk, Szymon Jaroszewicz, Adam Wierzbicki, Kamil Pawlak, Michal Jankowski-Lorek
Surgical teams on GitHub: Modeling performance of GitHub project development processes. Inf. Softw. Technol. 100 (2018)
Michal Soltys, Szymon Jaroszewicz
Boosting algorithms for uplift modeling. CoRR (2018)
Krzysztof Rudas, Szymon Jaroszewicz
Linear regression for uplift modeling. Data Min. Knowl. Discov. 32 (5) (2018)
Lukasz Zaniewicz, Szymon Jaroszewicz
$$L_p$$ L p -Support vector machines for uplift modeling. Knowl. Inf. Syst. 53 (1) (2017)
Michal Jankowski-Lorek, Szymon Jaroszewicz, Lukasz Ostrowski, Adam Wierzbicki
Verifying social network models of Wikipedia knowledge community. Inf. Sci. 339 (2016)
Michal Soltys, Szymon Jaroszewicz, Piotr Rzepakowski
Ensemble methods for uplift modeling. Data Min. Knowl. Discov. 29 (6) (2015)
Oskar Jarczyk, Blazej Gruszka, Szymon Jaroszewicz, Leszek Bukowski, Adam Wierzbicki
GitHub Projects. Quality Analysis of Open-Source Software. SocInfo (2014)
Barbara Zogala-Siudem, Szymon Jaroszewicz
Fast Stepwise Regression on Linked Data. LD4KD (2014)
Lukasz Zaniewicz, Szymon Jaroszewicz
Support Vector Machines for Uplift Modeling. ICDM Workshops (2013)
Marcin Korzen, Szymon Jaroszewicz, Przemyslaw Klesk
Logistic regression with weight grouping priors. Comput. Stat. Data Anal. 64 (2013)
Leszek Bukowski, Michal Jankowski-Lorek, Szymon Jaroszewicz, Marcin Sydow
What Makes a Good Team of Wikipedia Editors? A Preliminary Statistical Analysis. SocInfo Workshops (2013)
Piotr Rzepakowski, Szymon Jaroszewicz
Decision trees for uplift modeling with single and multiple treatments. Knowl. Inf. Syst. 32 (2) (2012)
Szymon Jaroszewicz, Marcin Korzen
Arithmetic Operations on Independent Random Variables: A Numerical Approach. SIAM J. Sci. Comput. 34 (3) (2012)
Piotr Rzepakowski, Szymon Jaroszewicz
Decision Trees for Uplift Modeling. ICDM (2010)
Szymon Jaroszewicz
Using interesting sequences to interactively build Hidden Markov Models. Data Min. Knowl. Discov. 21 (1) (2010)
Szymon Jaroszewicz, Tobias Scheffer, Dan A. Simovici
Scalable pattern mining with Bayesian networks as background knowledge. Data Min. Knowl. Discov. 18 (1) (2009)
Szymon Jaroszewicz, Lenka Ivantysynova, Tobias Scheffer
Schema matching on streams with accuracy guarantees. Intell. Data Anal. 12 (3) (2008)
Szymon Jaroszewicz
Minimum Variance Associations - Discovering Relationships in Numerical Data. PAKDD (2008)
Toon Calders, Szymon Jaroszewicz
Efficient AUC Optimization for Classification. PKDD (2007)
Szymon Jaroszewicz, Marcin Korzen
Approximating Representations for Large Numerical Databases. SDM (2007)
Szymon Jaroszewicz
Polynomial association rules with applications to logistic regression. KDD (2006)
Dan A. Simovici, Szymon Jaroszewicz
A new metric splitting criterion for decision trees. Int. J. Parallel Emergent Distributed Syst. 21 (4) (2006)
Dan A. Simovici, Szymon Jaroszewicz
Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees. PAKDD (2006)
Szymon Jaroszewicz, Marcin Korzen
Comparison of Information Theoretical Measures for Reduct Finding. ICAISC (2006)
Toon Calders, Bart Goethals, Szymon Jaroszewicz
Mining rank-correlated sets of numerical attributes. KDD (2006)
Szymon Jaroszewicz, Tobias Scheffer
Fast discovery of unexpected patterns in data, relative to a Bayesian network. KDD (2005)
Marcin Korzen, Szymon Jaroszewicz
Finding Reducts Without Building the Discernibility Matrix. ISDA (2005)
Szymon Jaroszewicz, Dan A. Simovici, Winston Patrick Kuo, Lucila Ohno-Machado
The Goodman-Kruskal coefficient and its applications in genetic diagnosis of cancer. IEEE Trans. Biomed. Eng. 51 (7) (2004)
Dan A. Simovici, Szymon Jaroszewicz
A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index. PAKDD (2004)
Szymon Jaroszewicz, Dan A. Simovici, Ivo G. Rosenberg
Measures on Boolean polynomials and their applications in data mining. Discret. Appl. Math. 144 (1-2) (2004)
Szymon Jaroszewicz, Dan A. Simovici
Interestingness of frequent itemsets using Bayesian networks as background knowledge. KDD (2004)
Dan A. Simovici, Szymon Jaroszewicz
Generalized Conditional Entropy and Decision Trees. EGC (2003)
Ivo G. Rosenberg, Dan A. Simovici, Szymon Jaroszewicz
On Functions Defined on Free Boolean Algebras. ISMVL (2002)
Szymon Jaroszewicz, Dan A. Simovici
Pruning Redundant Association Rules Using Maximum Entropy Principle. PAKDD (2002)
Szymon Jaroszewicz, Dan A. Simovici
Support Approximations Using Bonferroni-Type Inequalities. PKDD (2002)
Dan A. Simovici, Szymon Jaroszewicz
An axiomatization of partition entropy. IEEE Trans. Inf. Theory 48 (7) (2002)
Szymon Jaroszewicz, Dan A. Simovici
A General Measure of Rule Interestingness. PKDD (2001)
Dan A. Simovici, Szymon Jaroszewicz
An Axiomatization of Generalized Entropy of Partitions. ISMVL (2001)
Szymon Jaroszewicz, Dan A. Simovici
Data Mining of Weak Functional Decompositions. ISMVL (2000)
Szymon Jaroszewicz, Dan A. Simovici
On Axiomatization of Conditional Entropy of Functions Between Finite Sets. ISMVL (1999)