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Marcin Czajkowski

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2010 – today

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2017
[j7]
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Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
Evolutionary induction of a decision tree for large-scale data: a GPU-based approach. Soft Comput. 21(24): 7363-7379 (2017)
[c13]
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Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
GPU-Accelerated Evolutionary Induction of Regression Trees. TPNC 2017: 87-99
2016
[j6]
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Marcin Czajkowski, Marek Kretowski:
The role of decision tree representation in regression problems - An evolutionary perspective. Appl. Soft Comput. 48: 458-475 (2016)
[j5]
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Marcin Czajkowski, Anna Czajkowska, Marek Kretowski:
TIGER: an evolutionary search for Top Inter-GEne Relations. IJDMB 16(2): 170-182 (2016)
[c12]
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Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
Hybrid Parallelization of Evolutionary Model Tree Induction. ICAISC (1) 2016: 370-379
[c11]
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Marcin Czajkowski, Marek Kretowski:
A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study. TPNC 2016: 85-96
2015
[j4]
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Marcin Czajkowski, Monika Czerwonka, Marek Kretowski:
Cost-sensitive Global Model Trees applied to loan charge-off forecasting. Decision Support Systems 74: 57-66 (2015)
[c10]
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Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation. ICAISC (1) 2015: 340-349
2014
[j3]
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  - journals/artmed/CzajkowskiGK14
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Marcin Czajkowski, Marek Grzes, Marek Kretowski:
Multi-test decision tree and its application to microarray data classification. Artificial Intelligence in Medicine 61(1): 35-44 (2014)
[j2]
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Marcin Czajkowski, Marek Kretowski:
Evolutionary induction of global model trees with specialized operators and memetic extensions. Inf. Sci. 288: 153-173 (2014)
2013
[j1]
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Marcin Czajkowski, Marek Kretowski:
An evolutionary algorithm for global induction of regression and model trees. IJDMMM 5(3): 261-276 (2013)
[c9]
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Marcin Czajkowski, Marek Kretowski:
Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis. EuroGP 2013: 229-240
[c8]
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Marcin Czajkowski, Marek Kretowski:
Global Induction of Oblique Model Trees: An Evolutionary Approach. ICAISC (2) 2013: 1-11
[c7]
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Marcin Czajkowski, Monika Czerwonka, Marek Kretowski:
Cost-Sensitive Extensions for Global Model Trees: Application in Loan Charge-Off Forecasting. ICSS 2013: 315-324
2012
[c6]
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Marcin Czajkowski, Marek Kretowski:
Does Memetic Approach Improve Global Induction of Regression and Model Trees? ICAISC (SIDE-EC) 2012: 174-181
2011
[c5]
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Marcin Czajkowski, Marek Grzes, Marek Kretowski:
Multi-Test Decision Trees for Gene Expression Data Analysis. SIIS 2011: 154-167
[c4]
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Marcin Czajkowski, Marek Kretowski:
An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models. ISMIS 2011: 230-239
2010
[c3]
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  - conf/icaisc/KretowskiC10
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Marek Kretowski, Marcin Czajkowski:
An Evolutionary Algorithm for Global Induction of Regression Trees. ICAISC (2) 2010: 157-164
[c2]
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Marcin Czajkowski, Marek Kretowski:
Globally Induced Model Trees: An Evolutionary Approach. PPSN (1) 2010: 324-333

2000 – 2009

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2008
[c1]
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Marcin Czajkowski, Marek Kretowski:
Novel Extension of k-TSP Algorithm for Microarray Classification. IEA/AIE 2008: 456-465

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