| 2012 | ||
|---|---|---|
| j9 | Piotr Rzepakowski, Szymon Jaroszewicz: Decision trees for uplift modeling with single and multiple treatments. Knowl. Inf. Syst. 32(2): 303-327 (2012) | |
| j8 | Szymon Jaroszewicz, Marcin Korzen: Arithmetic Operations on Independent Random Variables: A Numerical Approach. SIAM J. Scientific Computing 34(3) (2012) | |
| 2010 | ||
| j7 | Szymon Jaroszewicz: Using interesting sequences to interactively build Hidden Markov Models. Data Min. Knowl. Discov. 21(1): 186-220 (2010) | |
| c20 | ||
| 2009 | ||
| j6 | Szymon Jaroszewicz, Tobias Scheffer, Dan A. Simovici: Scalable pattern mining with Bayesian networks as background knowledge. Data Min. Knowl. Discov. 18(1): 56-100 (2009) | |
| 2008 | ||
| j5 | Szymon Jaroszewicz, Lenka Ivantysynova, Tobias Scheffer: Schema matching on streams with accuracy guarantees. Intell. Data Anal. 12(3): 253-270 (2008) | |
| c19 | Szymon Jaroszewicz: Minimum Variance Associations - Discovering Relationships in Numerical Data. PAKDD 2008: 172-183 | |
| 2007 | ||
| c18 | ||
| c17 | Szymon Jaroszewicz, Marcin Korzen: Approximating Representations for Large Numerical Databases. SDM 2007 | |
| 2006 | ||
| j4 | Dan A. Simovici, Szymon Jaroszewicz: A new metric splitting criterion for decision trees. IJPEDS 21(4): 239-256 (2006) | |
| c16 | Szymon Jaroszewicz, Marcin Korzen: Comparison of Information Theoretical Measures for Reduct Finding. ICAISC 2006: 518-527 | |
| c15 | Toon Calders, Bart Goethals, Szymon Jaroszewicz: Mining rank-correlated sets of numerical attributes. KDD 2006: 96-105 | |
| c14 | Szymon Jaroszewicz: Polynomial association rules with applications to logistic regression. KDD 2006: 586-591 | |
| c13 | Dan A. Simovici, Szymon Jaroszewicz: Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees. PAKDD 2006: 35-44 | |
| 2005 | ||
| c12 | Marcin Korzen, Szymon Jaroszewicz: Finding Reducts Without Building the Discernibility Matrix. ISDA 2005: 450-455 | |
| c11 | Szymon Jaroszewicz, Tobias Scheffer: Fast discovery of unexpected patterns in data, relative to a Bayesian network. KDD 2005: 118-127 | |
| 2004 | ||
| j3 | 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) | |
| j2 | 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. Engineering 51(7): 1095-1102 (2004) | |
| c10 | Szymon Jaroszewicz, Dan A. Simovici: Interestingness of frequent itemsets using Bayesian networks as background knowledge. KDD 2004: 178-186 | |
| c9 | Dan A. Simovici, Szymon Jaroszewicz: A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index. PAKDD 2004: 181-190 | |
| 2003 | ||
| c8 | Dan A. Simovici, Szymon Jaroszewicz: Generalized Conditional Entropy and Decision Trees. EGC 2003: 369-380 | |
| 2002 | ||
| j1 | Dan A. Simovici, Szymon Jaroszewicz: An axiomatization of partition entropy. IEEE Transactions on Information Theory 48(7): 2138-2142 (2002) | |
| c7 | Ivo G. Rosenberg, Dan A. Simovici, Szymon Jaroszewicz: On Functions Defined on Free Boolean Algebras. ISMVL 2002: 192- | |
| c6 | Szymon Jaroszewicz, Dan A. Simovici: Pruning Redundant Association Rules Using Maximum Entropy Principle. PAKDD 2002: 135-147 | |
| c5 | Szymon Jaroszewicz, Dan A. Simovici: Support Approximations Using Bonferroni-Type Inequalities. PKDD 2002: 212-224 | |
| 2001 | ||
| c4 | Dan A. Simovici, Szymon Jaroszewicz: An Axiomatization of Generalized Entropy of Partitions. ISMVL 2001: 259- | |
| c3 | ||
| 2000 | ||
| c2 | Szymon Jaroszewicz, Dan A. Simovici: Data Mining of Weak Functional Decompositions. ISMVL 2000: 77-82 | |
| 1999 | ||
| c1 | Szymon Jaroszewicz, Dan A. Simovici: On Axiomatization of Conditional Entropy of Functions Between Finite Sets. ISMVL 1999: 24-28 | |
| 1 | Toon Calders | |
| 2 | Bart Goethals | |
| 3 | Lenka Ivantysynova | |
| 4 | Marcin Korzen | |
| 5 | Winston Patrick Kuo | |
| 6 | Lucila Ohno-Machado | |
| 7 | Ivo G. Rosenberg | |
| 8 | Piotr Rzepakowski | |
| 9 | Tobias Scheffer | |
| 10 | Dan A. Simovici |
Colors in the list of coauthors
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