| 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 | 34 | 2014 |
| The role of decision tree representation in regression problems–An evolutionary perspective M Czajkowski, M Kretowski Applied Soft Computing 48, 458-475, 2016 | 22 | 2016 |
| Evolutionary induction of global model trees with specialized operators and memetic extensions M Czajkowski, M Kretowski Information Sciences 288, 153-173, 2014 | 22 | 2014 |
| Top scoring pair decision tree for gene expression data analysis M Czajkowski, M Krȩtowski Software Tools and Algorithms for Biological Systems, 27-35, 2011 | 22 | 2011 |
| 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 | 20 | 2017 |
| An evolutionary algorithm for global induction of regression trees M Krȩtowski, M Czajkowski International Conference on Artificial Intelligence and Soft Computing, 157-164, 2010 | 15 | 2010 |
| 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 | 14 | 2019 |
| 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 | 13 | 2015 |
| 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 | 12 | 2013 |
| Globally induced model trees: an evolutionary approach M Czajkowski, M Krȩtowski International Conference on Parallel Problem Solving from Nature, 324-333, 2010 | 11 | 2010 |
| Cost-sensitive global model trees applied to loan charge-off forecasting M Czajkowski, M Czerwonka, M Kretowski Decision Support Systems 74, 57-66, 2015 | 9 | 2015 |
| Novel Extension of k− TSP Algorithm for Microarray Classification M Czajkowski, M Krętowski International Conference on Industrial, Engineering and Other Applications …, 2008 | 8 | 2008 |
| Evolutionary approach for relative gene expression algorithms M Czajkowski, M Kretowski The Scientific World Journal 2014, 2014 | 7 | 2014 |
| Does memetic approach improve global induction of regression and model trees? M Czajkowski, M Kretowski Swarm and Evolutionary Computation, 174-181, 2012 | 7 | 2012 |
| 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 | 7 | 2011 |
| Global induction of oblique model trees: an evolutionary approach M Czajkowski, M Kretowski International Conference on Artificial Intelligence and Soft Computing, 1-11, 2013 | 6 | 2013 |
| A multi-objective evolutionary approach to Pareto-optimal model trees M Czajkowski, M Kretowski Soft Computing 23 (5), 1423-1437, 2019 | 5 | 2019 |
| 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 | 4 | 2019 |
| Hybrid parallelization of evolutionary model tree induction M Czajkowski, K Jurczuk, M Kretowski International Conference on Artificial Intelligence and Soft Computing, 370-379, 2016 | 4 | 2016 |
| Multi-Test decision trees for gene expression data analysis M Czajkowski, M Grześ, M Kretowski International Joint Conferences on Security and Intelligent Information …, 2011 | 4 | 2011 |
Marek KretowskiFaculty of Computer Science, Bialystok University of TechnologyVerified email at pb.edu.pl
