Marcin Czajkowski
Marcin Czajkowski
Wydział Informatyki, Politechnika Białostocka
Verified email at pb.edu.pl
Title
Cited by
Cited by
Year
Multi-test decision tree and its application to microarray data classification
M Czajkowski, M Grześ, M Kretowski
Artificial intelligence in medicine 61 (1), 35-44, 2014
362014
The role of decision tree representation in regression problems–An evolutionary perspective
M Czajkowski, M Kretowski
Applied Soft Computing 48, 458-475, 2016
282016
Evolutionary induction of global model trees with specialized operators and memetic extensions
M Czajkowski, M Kretowski
Information Sciences 288, 153-173, 2014
222014
Top scoring pair decision tree for gene expression data analysis
M Czajkowski, M Krȩtowski
Software Tools and Algorithms for Biological Systems, 27-35, 2011
222011
Evolutionary induction of a decision tree for large-scale data: a GPU-based approach
K Jurczuk, M Czajkowski, M Kretowski
Soft Computing 21 (24), 7363-7379, 2017
212017
Decision tree underfitting in mining of gene expression data. An evolutionary multi-test tree approach
M Czajkowski, M Kretowski
Expert Systems with Applications 137, 392-404, 2019
182019
An evolutionary algorithm for global induction of regression trees
M Krȩtowski, M Czajkowski
International Conference on Artificial Intelligence and Soft Computing, 157-164, 2010
152010
A parallel approach for evolutionary induced decision trees. MPI+ OpenMP implementation
M Czajkowski, K Jurczuk, M Kretowski
International Conference on Artificial Intelligence and Soft Computing, 340-349, 2015
132015
An evolutionary algorithm for global induction of regression and model trees
M Czajkowski, M Kretowski
International Journal of Data Mining, Modelling and Management 5 (3), 261-276, 2013
122013
Globally induced model trees: an evolutionary approach
M Czajkowski, M Krȩtowski
International Conference on Parallel Problem Solving from Nature, 324-333, 2010
112010
Cost-sensitive global model trees applied to loan charge-off forecasting
M Czajkowski, M Czerwonka, M Kretowski
Decision Support Systems 74, 57-66, 2015
102015
Novel Extension of k− TSP Algorithm for Microarray Classification
M Czajkowski, M Krętowski
International Conference on Industrial, Engineering and Other Applications …, 2008
92008
Evolutionary approach for relative gene expression algorithms
M Czajkowski, M Kretowski
The Scientific World Journal 2014, 2014
72014
Does memetic approach improve global induction of regression and model trees?
M Czajkowski, M Kretowski
Swarm and Evolutionary Computation, 174-181, 2012
72012
An evolutionary algorithm for global induction of regression trees with multivariate linear models
M Czajkowski, M Kretowski
International Symposium on Methodologies for Intelligent Systems, 230-239, 2011
72011
A multi-objective evolutionary approach to Pareto-optimal model trees
M Czajkowski, M Kretowski
Soft Computing 23 (5), 1423-1437, 2019
62019
Global induction of oblique model trees: an evolutionary approach
M Czajkowski, M Kretowski
International Conference on Artificial Intelligence and Soft Computing, 1-11, 2013
62013
Multi-GPU approach for big data mining: global induction of decision trees
K Jurczuk, M Czajkowski, M Kretowski
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
52019
Hybrid parallelization of evolutionary model tree induction
M Czajkowski, K Jurczuk, M Kretowski
International Conference on Artificial Intelligence and Soft Computing, 370-379, 2016
42016
Multi-Test decision trees for gene expression data analysis
M Czajkowski, M Grześ, M Kretowski
International Joint Conferences on Security and Intelligent Information …, 2011
42011
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