Concepedia

Szymon Jaroszewicz

SJ

Statistics

Publications

22

Citations

1K

H-Index

16

Active since

2002

Affiliations

Institute of Computer Science(Current)

Polish Academy of Sciences

National Institute of Telecommunications

University of Massachusetts Boston

University of Szczecin

Szymon Jaroszewicz is an author at Institute of Computer Science specializing in data science, engineering, and data mining.

Top concepts

EngineeringData ScienceData MiningKnowledge DiscoveryComputer ScienceStatisticsMachine LearningPattern RecognitionPredictive AnalyticsManagement

Publications per year

2002–2020

22

Publications

22

Decision trees for uplift modeling with single and multiple treatments

Piotr Rzepakowski, Szymon Jaroszewicz · Knowledge and Information Systems · 2011 · 172 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Interestingness of frequent itemsets using Bayesian networks as background knowledge

Szymon Jaroszewicz, Dan A. Simovici · 2004 · 127 citations

Engineering, Frequent Pattern Mining, Data Science +13

Ensemble methods for uplift modeling

Michał Sołtys, Szymon Jaroszewicz, Piotr Rzepakowski · Data Mining and Knowledge Discovery · 2014 · 78 citations · Full text

Engineering, Machine Learning, Ensemble Methods +19

Decision Trees for Uplift Modeling

Piotr Rzepakowski, Szymon Jaroszewicz · 2010 · 73 citations

Mathematical Programming, Artificial Intelligence, Engineering +19

An axiomatization of partition entropy

Dan A. Simovici, Szymon Jaroszewicz · IEEE Transactions on Information Theory · 2002 · 66 citations

Shannon Entropy, Classification Method, Engineering +14

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