Szymon Jaroszewicz

According to our database, Szymon Jaroszewicz authored at least 51 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Variable screening for Lasso based on multidimensional indexing.

Barbara Zogala-Siudem, Szymon Jaroszewicz

Data Min. Knowl. Discov., January, 2024

2023

Continuous prediction of a time intervals-related pattern's completion.

Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch

Knowl. Inf. Syst., November, 2023

Shrinkage Estimators for the Intercept in Linear and Uplift Regression.

Szymon Jaroszewicz, Krzysztof Rudas

Sci. Ann. Comput. Sci., 2023

Regularization for Uplift Regression.

Krzysztof Rudas, Szymon Jaroszewicz

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Continuously Predicting the Completion of a Time Intervals Related Pattern.

Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2021

Fast stepwise regression based on multidimensional indexes.

Barbara Zogala-Siudem, Szymon Jaroszewicz

Inf. Sci., 2021

2020

Response transformation and profit decomposition for revenue uplift modeling.

Robin Marco Gubela, Stefan Lessmann, Szymon Jaroszewicz

Eur. J. Oper. Res., 2020

2019

Shrinkage Estimators for Uplift Regression.

Krzysztof Rudas, Szymon Jaroszewicz

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

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

Linear regression for uplift modeling.

Krzysztof Rudas, Szymon Jaroszewicz

Data Min. Knowl. Discov., 2018

Boosting algorithms for uplift modeling.

Michal Soltys, Szymon Jaroszewicz

CoRR, 2018

2017

Uplift Modeling.

Szymon Jaroszewicz

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

$$L_p$$ L p -Support vector machines for uplift modeling.

Lukasz Zaniewicz, Szymon Jaroszewicz

Knowl. Inf. Syst., 2017

2016

Székely Regularization for Uplift Modeling.

Szymon Jaroszewicz, Lukasz Zaniewicz

Proceedings of the Challenges in Computational Statistics and Data Mining, 2016

Verifying social network models of Wikipedia knowledge community.

Michal Jankowski-Lorek, Szymon Jaroszewicz, Lukasz Ostrowski, Adam Wierzbicki

Inf. Sci., 2016

2015

Ensemble methods for uplift modeling.

Michal Soltys, Szymon Jaroszewicz, Piotr Rzepakowski

Data Min. Knowl. Discov., 2015

2014

GitHub Projects. Quality Analysis of Open-Source Software.

Oskar Jarczyk, Blazej Gruszka, Szymon Jaroszewicz, Leszek Bukowski, Adam Wierzbicki

Proceedings of the Social Informatics, 2014

Fast Stepwise Regression on Linked Data.

Barbara Zogala-Siudem, Szymon Jaroszewicz

Proceedings of the 1st Workshop on Linked Data for Knowledge Discovery co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014), 2014

2013

Logistic regression with weight grouping priors.

Marcin Korzen, Szymon Jaroszewicz, Przemyslaw Klesk

Comput. Stat. Data Anal., 2013

What Makes a Good Team of Wikipedia Editors? A Preliminary Statistical Analysis.

Leszek Bukowski, Michal Jankowski-Lorek, Szymon Jaroszewicz, Marcin Sydow

Proceedings of the Social Informatics, 2013

Support Vector Machines for Uplift Modeling.

Lukasz Zaniewicz, Szymon Jaroszewicz

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

Arithmetic Operations on Independent Random Variables: A Numerical Approach.

Szymon Jaroszewicz, Marcin Korzen

SIAM J. Sci. Comput., 2012

Decision trees for uplift modeling with single and multiple treatments.

Piotr Rzepakowski, Szymon Jaroszewicz

Knowl. Inf. Syst., 2012

2010

Using interesting sequences to interactively build Hidden Markov Models.

Szymon Jaroszewicz

Data Min. Knowl. Discov., 2010

Decision Trees for Uplift Modeling.

Piotr Rzepakowski, Szymon Jaroszewicz

Proceedings of the ICDM 2010, 2010

2009

Scalable pattern mining with Bayesian networks as background knowledge.

Szymon Jaroszewicz, Tobias Scheffer, Dan A. Simovici

Data Min. Knowl. Discov., 2009

2008

Schema matching on streams with accuracy guarantees.

Szymon Jaroszewicz, Lenka Ivantysynova, Tobias Scheffer

Intell. Data Anal., 2008

Minimum Variance Associations - Discovering Relationships in Numerical Data.

Szymon Jaroszewicz

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

2007

Approximating Representations for Large Numerical Databases.

Szymon Jaroszewicz, Marcin Korzen

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Efficient AUC Optimization for Classification.

Toon Calders, Szymon Jaroszewicz

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

2006

A new metric splitting criterion for decision trees.

Dan A. Simovici, Szymon Jaroszewicz

Int. J. Parallel Emergent Distributed Syst., 2006

Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees.

Dan A. Simovici, Szymon Jaroszewicz

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Polynomial association rules with applications to logistic regression.

Szymon Jaroszewicz

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Mining rank-correlated sets of numerical attributes.

Toon Calders, Bart Goethals, Szymon Jaroszewicz

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Comparison of Information Theoretical Measures for Reduct Finding.

Szymon Jaroszewicz, Marcin Korzen

Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005

Fast discovery of unexpected patterns in data, relative to a Bayesian network.

Szymon Jaroszewicz, Tobias Scheffer

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Finding Reducts Without Building the Discernibility Matrix.

Marcin Korzen, Szymon Jaroszewicz

Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

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

Measures on Boolean polynomials and their applications in data mining.

Szymon Jaroszewicz, Dan A. Simovici, Ivo G. Rosenberg

Discret. Appl. Math., 2004

A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index.

Dan A. Simovici, Szymon Jaroszewicz

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Interestingness of frequent itemsets using Bayesian networks as background knowledge.

Szymon Jaroszewicz, Dan A. Simovici

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003

Generalized Conditional Entropy and Decision Trees.

Dan A. Simovici, Szymon Jaroszewicz

Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

2002

An axiomatization of partition entropy.

Dan A. Simovici, Szymon Jaroszewicz

IEEE Trans. Inf. Theory, 2002

Support Approximations Using Bonferroni-Type Inequalities.

Szymon Jaroszewicz, Dan A. Simovici

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Pruning Redundant Association Rules Using Maximum Entropy Principle.

Szymon Jaroszewicz, Dan A. Simovici

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

On Functions Defined on Free Boolean Algebras.

Ivo G. Rosenberg, Dan A. Simovici, Szymon Jaroszewicz

Proceedings of the 32nd IEEE International Symposium on Multiple-Valued Logic (ISMVL 2002), 2002

2001

A General Measure of Rule Interestingness.

Szymon Jaroszewicz, Dan A. Simovici

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

An Axiomatization of Generalized Entropy of Partitions.

Dan A. Simovici, Szymon Jaroszewicz

Proceedings of the 31st IEEE International Symposium on Multiple-Valued Logic, 2001

2000

Data Mining of Weak Functional Decompositions.

Szymon Jaroszewicz, Dan A. Simovici

Proceedings of the 30th IEEE International Symposium on Multiple-Valued Logic, 2000

On Information-Theoretical Aspects of Relational Databases.

Dan A. Simovici, Szymon Jaroszewicz

Proceedings of the Finite Versus Infinite, 2000

1999

On Axiomatization of Conditional Entropy of Functions Between Finite Sets.

Szymon Jaroszewicz, Dan A. Simovici

Proceedings of the 29th IEEE International Symposium on Multiple-Valued Logic, 1999