Jacek Koronacki - researchr alias

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Viewing Publication 1 - 15 from 15

2016

Dimensionality reduction for data of unknown cluster structureEwa Nowakowska, Jacek Koronacki, Stan Lipovetsky. isci, 330:74-87, 2016. [doi]

2015

Clusterability assessment for Gaussian mixture modelsEwa Nowakowska, Jacek Koronacki, Stan Lipovetsky. amc, 256:591-601, 2015. [doi]

2013

Random Reducts: A Monte Carlo Rough Set-based Method for Feature Selection in Large DatasetsMarcin Kruczyk, Nicholas Baltzer, Jakub Mieczkowski, Michal Draminski, Jacek Koronacki, Jan Komorowski. FUIN, 127(1-4):273-288, 2013. [doi]

2010

Monte Carlo Feature Selection and Interdependency Discovery in Supervised ClassificationMichal Draminski, Marcin Kierczak, Jacek Koronacki, Henryk Jan Komorowski. In Jacek Koronacki, Zbigniew W. Ras, Slawomir T. Wierzchon, Janusz Kacprzyk, editors, Advances in Machine Learning II, Dedicated to the Memory of Professor Ryszard S. Michalski. Volume 263 of Studies in Computational Intelligence, pages 371-385, Springer, 2010. [doi]

2008

Monte Carlo feature selection for supervised classificationMichal Draminski, Alvaro Rada-Iglesias, Stefan Enroth, Claes Wadelius, Jacek Koronacki, Henryk Jan Komorowski. bioinformatics, 24(1):110-117, 2008. [doi]

2006

A Statistical Method for Determining Importance of Variables in an Information SystemWitold R. Rudnicki, Marcin Kierczak, Jacek Koronacki, Henryk Jan Komorowski. rsctc 2006: 557-566 [doi]

2005

A study on Monte Carlo Gene ScreeningMichal Draminski, Jacek Koronacki, Henryk Jan Komorowski. iis 2005: 349-356

Positron emission tomography by Markov chain Monte Carlo with auxiliary variablesJacek Koronacki, Slawomir Lasota, Wojciech Niemiro. PR, 38(2):241-250, 2005. [doi]

2001

Distributed multiprocessor scheduling with decomposed optimization criterionFranciszek Seredynski, Jacek Koronacki, Cezary Z. Janikow. fgcs, 17(4):387-396, 2001. [doi]

1999

On Discovering Functional Relationships When Observations Are Noisy: 2D CaseJan Cwik, Jacek Koronacki, Jan M. Zytkow. ismis 1999: 547-555

Taxonomy Formation by Approximate Equivalence Relations, RevisitedFaraj A. El-Mouadib, Jacek Koronacki, Jan M. Zytkow. pkdd 1999: 71-79

Distributed Scheduling with Decomposed Optimization Criterion: Genetic Programming ApproachFranciszek Seredynski, Jacek Koronacki, Cezary Z. Janikow. ipps 1999: 192-200

1998

A Heuristic Method of Model Choice for Nonlinear RegressionJan Cwik, Jacek Koronacki. rsctc 1998: 68-74 [doi]

1997

Multivariante Density Estimation: A Comparative StudyJan Cwik, Jacek Koronacki. nca, 6(3):173-186, 1997.

1996

Probability Density Estimation Using a Gaussian Clustering AlgorithmJan Cwik, Jacek Koronacki. nca, 4(3):149-160, 1996.

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