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Marcin Czajkowski
Marcin Czajkowski
Wydział Informatyki, Politechnika Białostocka
Verified email at pb.edu.pl
Title
Cited by
Cited by
Year
The role of decision tree representation in regression problems–An evolutionary perspective
M Czajkowski, M Kretowski
Applied soft computing 48, 458-475, 2016
692016
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
612019
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
512014
Evolutionary induction of a decision tree for large-scale data: a GPU-based approach
K Jurczuk, M Czajkowski, M Kretowski
Soft Computing 21, 7363-7379, 2017
342017
Evolutionary induction of global model trees with specialized operators and memetic extensions
M Czajkowski, M Kretowski
Information Sciences 288, 153-173, 2014
252014
Top scoring pair decision tree for gene expression data analysis
M Czajkowski, M Krȩtowski
Software Tools and Algorithms for Biological Systems, 27-35, 2011
242011
A parallel approach for evolutionary induced decision trees. MPI+ OpenMP implementation
M Czajkowski, K Jurczuk, M Kretowski
Artificial Intelligence and Soft Computing: 14th International Conference …, 2015
192015
An evolutionary algorithm for global induction of regression trees
M Krȩtowski, M Czajkowski
International Conference on Artificial Intelligence and Soft Computing, 157-164, 2010
162010
Multi-GPU approach to global induction of classification trees for large-scale data mining
K Jurczuk, M Czajkowski, M Kretowski
Applied Intelligence 51 (8), 5683-5700, 2021
152021
A multi-objective evolutionary approach to Pareto-optimal model trees
M Czajkowski, M Kretowski
Soft Computing 23 (5), 1423-1437, 2019
152019
Cost-sensitive global model trees applied to loan charge-off forecasting
M Czajkowski, M Czerwonka, M Kretowski
Decision Support Systems 74, 57-66, 2015
152015
Globally induced model trees: an evolutionary approach
M Czajkowski, M Krȩtowski
Parallel Problem Solving from Nature, PPSN XI: 11th International Conference …, 2010
132010
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
Integration of solutions and services for multi-omics data analysis towards personalized medicine
D Reska, M Czajkowski, K Jurczuk, C Boldak, W Kwedlo, W Bauer, ...
biocybernetics and biomedical engineering 41 (4), 1646-1663, 2021
92021
Novel Extension of k − TSP Algorithm for Microarray Classification
M Czajkowski, M Krętowski
International Conference on Industrial, Engineering and Other Applications …, 2008
92008
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
82019
Does memetic approach improve global induction of regression and model trees?
M Czajkowski, M Kretowski
International Symposium on Evolutionary Computation, 174-181, 2012
82012
Evolutionary approach for relative gene expression algorithms
M Czajkowski, M Kretowski
The Scientific World Journal 2014, 2014
72014
Global induction of oblique model trees: an evolutionary approach
M Czajkowski, M Kretowski
Artificial Intelligence and Soft Computing: 12th International Conference …, 2013
72013
An evolutionary algorithm for global induction of regression trees with multivariate linear models
M Czajkowski, M Kretowski
Foundations of Intelligent Systems: 19th International Symposium, ISMIS 2011 …, 2011
72011
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