Marcin Czajkowski

Marcin CzajkowskiMarcin Czajkowski received his Masters degree (2007) and his PhD with honors (2015) in Computer Science from the Bialystok University of Technology, Poland. His research activity mainly concerns machine learning and data mining, in particular, classification and regression trees and evolutionary algorithms.

Publications

Relative Relations in Biomedical Data Classification
Relative Relations in Biomedical Data Classification
Marcin Czajkowski. © 2024. 12 pages.
Advances in data science continue to improve the precision of biomedical research, and machine learning solutions are increasingly enabling the integration and exploration of...
Relative Relations in Biomedical Data Classification
Relative Relations in Biomedical Data Classification
Marcin Czajkowski. © 2023. 11 pages.
Advances in data science continue to improve the precision of biomedical research, and machine learning solutions are increasingly enabling the integration and exploration of...
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.