Marek Kretowski

Marek KretowskiMarek Kretowski received his Masters degree in Computer Science from the Bialystok University of Technology, Poland in 1996. His PhD thesis defended in 2002 was prepared in a framework of collaboration between Laboratory of Signal and Image Processing, University of Rennes 1, France and Faculty of Computer Science, Bialystok University of Technology, Poland. In 2009, he received his DSc (Habilitation) in Computer Science from Institute of Computer Science, Polish Academy of Science, Warsaw, Poland. Currently, he works as an Associate Professor in Faculty of Computer Science, Bialystok University of Technology. His current research focuses on data mining methods and biomedical applications of computer science.

Publications

Evolutionary Algorithms for Global Decision Tree Induction
Evolutionary Algorithms for Global Decision Tree Induction
Marek Kretowski, Marcin Czajkowski. © 2019. 12 pages.
Decision trees represent one of the main predictive techniques in knowledge discovery. This chapter describes evolutionary-induced trees, which are emerging alternatives to the...
Evolutionary Algorithms for Global Decision Tree Induction
Evolutionary Algorithms for Global Decision Tree Induction
Marek Kretowski, Marcin Czajkowski. © 2018. 10 pages.
Decision trees represent one of the main predictive techniques in knowledge discovery. This chapter describes evolutionary induced trees, which are emerging alternatives to the...
Global Induction of Classification and Regression Trees
Global Induction of Classification and Regression Trees
Marek Kretowski, Marcin Czajkowski. © 2014. 10 pages.