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Szymon Jaroszewicz

Papers on DiSC'06


Fast Discovery of Unexpected Patterns in Data Relative to a Bayesian Network

Publications


Note: Links lead to the DBLP on the Web.

Szymon Jaroszewicz

Dan A. Simovici , Szymon Jaroszewicz: Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees. PAKDD 2006 : 35-44

Marcin Korzen , Szymon Jaroszewicz: Finding Reducts Without Building the Discernibility Matrix. ISDA 2005 : 450-455

Szymon Jaroszewicz, Tobias Scheffer : Fast discovery of unexpected patterns in data, relative to a Bayesian network. KDD 2005 : 118-127

Szymon Jaroszewicz, Dan A. Simovici : Interestingness of frequent itemsets using Bayesian networks as background knowledge. KDD 2004 : 178-186

Dan A. Simovici , Szymon Jaroszewicz: A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index. PAKDD 2004 : 181-190

Szymon Jaroszewicz, Dan A. Simovici , Ivo G. Rosenberg : Measures on Boolean polynomials and their applications in data mining. Discrete Applied Mathematics 144 (1-2): 123-139 (2004)

Ivo G. Rosenberg , Dan A. Simovici , Szymon Jaroszewicz: On Functions Defined on Free Boolean Algebras. ISMVL 2002 : 192-

Szymon Jaroszewicz, Dan A. Simovici : Pruning Redundant Association Rules Using Maximum Entropy Principle. PAKDD 2002 : 135-147

Szymon Jaroszewicz, Dan A. Simovici : Support Approximations Using Bonferroni-Type Inequalities. PKDD 2002 : 212-224

Dan A. Simovici , Szymon Jaroszewicz: An axiomatization of partition entropy. IEEE Transactions on Information Theory 48 (7): 2138-2142 (2002)

Dan A. Simovici , Szymon Jaroszewicz: An Axiomatization of Generalized Entropy of Partitions. ISMVL 2001 : 259-

Szymon Jaroszewicz, Dan A. Simovici : A General Measure of Rule Interestingness. PKDD 2001 : 253-265

Szymon Jaroszewicz, Dan A. Simovici : Data Mining of Weak Functional Decompositions. ISMVL 2000 : 77-82

Szymon Jaroszewicz, Dan A. Simovici : On Axiomatization of Conditional Entropy of Functions Between Finite Sets. ISMVL 1999 : 24-28

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