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ORCIDBibTeX records: Marcin Czajkowski
@article{DBLP:journals/fgcs/JurczukCK24,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
title = {Adaptive in-memory representation of decision trees for GPU-accelerated
evolutionary induction},
journal = {Future Gener. Comput. Syst.},
volume = {153},
pages = {419--430},
year = {2024},
url = {https://doi.org/10.1016/j.future.2023.12.003},
doi = {10.1016/J.FUTURE.2023.12.003},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/JurczukCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CzajkowskiJK23,
author = {Marcin Czajkowski and
Krzysztof Jurczuk and
Marek Kretowski},
title = {Steering the interpretability of decision trees using lasso regression
- an evolutionary perspective},
journal = {Inf. Sci.},
volume = {638},
pages = {118944},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.118944},
doi = {10.1016/J.INS.2023.118944},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CzajkowskiJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/JurczukCK23,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {From Random Forest to an interpretable decision tree - An evolutionary
approach},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {291--294},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3590732},
doi = {10.1145/3583133.3590732},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/JurczukCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/CzajkowskiJK23,
author = {Marcin Czajkowski and
Krzysztof Jurczuk and
Marek Kretowski},
editor = {Jir{\'{\i}} Mikyska and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Hierarchical Relative Expression Analysis in Multi-omics Data Classification},
booktitle = {Computational Science - {ICCS} 2023 - 23rd International Conference,
Prague, Czech Republic, July 3-5, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14074},
pages = {722--729},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36021-3\_69},
doi = {10.1007/978-3-031-36021-3\_69},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccS/CzajkowskiJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/JurczukCK22,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
title = {GPU-based acceleration of evolutionary induction of model trees},
journal = {Appl. Soft Comput.},
volume = {119},
pages = {108503},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2022.108503},
doi = {10.1016/J.ASOC.2022.108503},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/JurczukCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppam/JurczukCK22,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
editor = {Roman Wyrzykowski and
Jack J. Dongarra and
Ewa Deelman and
Konrad Karczewski},
title = {Compact In-Memory Representation of Decision Trees in GPU-Accelerated
Evolutionary Induction},
booktitle = {Parallel Processing and Applied Mathematics - 14th International Conference,
{PPAM} 2022, Gdansk, Poland, September 11-14, 2022, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13826},
pages = {126--138},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-30442-2\_10},
doi = {10.1007/978-3-031-30442-2\_10},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppam/JurczukCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/JurczukCK21,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
title = {Multi-GPU approach to global induction of classification trees for
large-scale data mining},
journal = {Appl. Intell.},
volume = {51},
number = {8},
pages = {5683--5700},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-01952-5},
doi = {10.1007/S10489-020-01952-5},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/JurczukCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/JurczukCK21,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
title = {Fitness evaluation reuse for accelerating GPU-based evolutionary induction
of decision trees},
journal = {Int. J. High Perform. Comput. Appl.},
volume = {35},
number = {1},
year = {2021},
url = {https://doi.org/10.1177/1094342020957393},
doi = {10.1177/1094342020957393},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhpca/JurczukCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/JurczukCK21,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
editor = {Krzysztof Krawiec},
title = {Understanding evolutionary induction of decision trees: a multi-tree
repository approach},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {155--156},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3459422},
doi = {10.1145/3449726.3459422},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/JurczukCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CzajkowskiJK21,
author = {Marcin Czajkowski and
Krzysztof Jurczuk and
Marek Kretowski},
editor = {Francisco Chicano and
Krzysztof Krawiec},
title = {Accelerated evolutionary induction of heterogeneous decision trees
for gene expression-based classification},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Lille,
France, July 10-14, 2021},
pages = {946--954},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449639.3459376},
doi = {10.1145/3449639.3459376},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/CzajkowskiJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/CzajkowskiJK20,
author = {Marcin Czajkowski and
Krzysztof Jurczuk and
Marek Kretowski},
editor = {Valeria V. Krzhizhanovskaya and
G{\'{a}}bor Z{\'{a}}vodszky and
Michael Harold Lees and
Jack J. Dongarra and
Peter M. A. Sloot and
S{\'{e}}rgio Brissos and
Jo{\~{a}}o Teixeira},
title = {Tree Based Advanced Relative Expression Analysis},
booktitle = {Computational Science - {ICCS} 2020 - 20th International Conference,
Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12139},
pages = {496--510},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50420-5\_37},
doi = {10.1007/978-3-030-50420-5\_37},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/CzajkowskiJK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/CzajkowskiJK20,
author = {Marcin Czajkowski and
Krzysztof Jurczuk and
Marek Kretowski},
editor = {Thomas B{\"{a}}ck and
Mike Preuss and
Andr{\'{e}} H. Deutz and
Hao Wang and
Carola Doerr and
Michael T. M. Emmerich and
Heike Trautmann},
title = {Generic Relative Relations in Hierarchical Gene Expression Data Classification},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XVI} - 16th International
Conference, {PPSN} 2020, Leiden, The Netherlands, September 5-9, 2020,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12270},
pages = {372--384},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58115-2\_26},
doi = {10.1007/978-3-030-58115-2\_26},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/CzajkowskiJK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CzajkowskiK19,
author = {Marcin Czajkowski and
Marek Kretowski},
title = {Decision tree underfitting in mining of gene expression data. An evolutionary
multi-test tree approach},
journal = {Expert Syst. Appl.},
volume = {137},
pages = {392--404},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2019.07.019},
doi = {10.1016/J.ESWA.2019.07.019},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CzajkowskiK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/CzajkowskiK19,
author = {Marcin Czajkowski and
Marek Kretowski},
title = {A multi-objective evolutionary approach to Pareto-optimal model trees},
journal = {Soft Comput.},
volume = {23},
number = {5},
pages = {1423--1437},
year = {2019},
url = {https://doi.org/10.1007/s00500-018-3646-3},
doi = {10.1007/S00500-018-3646-3},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/CzajkowskiK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/JurczukCK19,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {Multi-GPU approach for big data mining: global induction of decision
trees},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {175--176},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3322045},
doi = {10.1145/3319619.3322045},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/JurczukCK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CzajkowskiK19,
author = {Marcin Czajkowski and
Marek Kretowski},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {Relative evolutionary hierarchical analysis for gene expression data
classification},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {1156--1164},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321862},
doi = {10.1145/3321707.3321862},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/CzajkowskiK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppam/CzajkowskiJK19,
author = {Marcin Czajkowski and
Krzysztof Jurczuk and
Marek Kretowski},
editor = {Roman Wyrzykowski and
Ewa Deelman and
Jack J. Dongarra and
Konrad Karczewski},
title = {Relative Expression Classification Tree. {A} Preliminary GPU-Based
Implementation},
booktitle = {Parallel Processing and Applied Mathematics - 13th International Conference,
{PPAM} 2019, Bialystok, Poland, September 8-11, 2019, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12043},
pages = {359--369},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43229-4\_31},
doi = {10.1007/978-3-030-43229-4\_31},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppam/CzajkowskiJK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppam/JurczukCK19,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
editor = {Roman Wyrzykowski and
Ewa Deelman and
Jack J. Dongarra and
Konrad Karczewski},
title = {Accelerating GPU-based Evolutionary Induction of Decision Trees -
Fitness Evaluation Reuse},
booktitle = {Parallel Processing and Applied Mathematics - 13th International Conference,
{PPAM} 2019, Bialystok, Poland, September 8-11, 2019, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12043},
pages = {421--431},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43229-4\_36},
doi = {10.1007/978-3-030-43229-4\_36},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppam/JurczukCK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/JurczukCK17,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
title = {Evolutionary induction of a decision tree for large-scale data: a
GPU-based approach},
journal = {Soft Comput.},
volume = {21},
number = {24},
pages = {7363--7379},
year = {2017},
url = {https://doi.org/10.1007/s00500-016-2280-1},
doi = {10.1007/S00500-016-2280-1},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/JurczukCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tpnc/JurczukCK17,
author = {Krzysztof Jurczuk and
Marcin Czajkowski and
Marek Kretowski},
editor = {Carlos Mart{\'{\i}}n{-}Vide and
Roman Neruda and
Miguel A. Vega{-}Rodr{\'{\i}}guez},
title = {GPU-Accelerated Evolutionary Induction of Regression Trees},
booktitle = {Theory and Practice of Natural Computing - 6th International Conference,
{TPNC} 2017, Prague, Czech Republic, December 18-20, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10687},
pages = {87--99},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71069-3\_7},
doi = {10.1007/978-3-319-71069-3\_7},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tpnc/JurczukCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/CzajkowskiK16,
author = {Marcin Czajkowski and
Marek Kretowski},
title = {The role of decision tree representation in regression problems -
An evolutionary perspective},
journal = {Appl. Soft Comput.},
volume = {48},
pages = {458--475},
year = {2016},
url = {https://doi.org/10.1016/j.asoc.2016.07.007},
doi = {10.1016/J.ASOC.2016.07.007},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/CzajkowskiK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/CzajkowskiCK16,
author = {Marcin Czajkowski and
Anna Czajkowska and
Marek Kretowski},
title = {{TIGER:} an evolutionary search for Top Inter-GEne Relations},
journal = {Int. J. Data Min. Bioinform.},
volume = {16},
number = {2},
pages = {170--182},
year = {2016},
url = {https://doi.org/10.1504/IJDMB.2016.10000982},
doi = {10.1504/IJDMB.2016.10000982},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmb/CzajkowskiCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/CzajkowskiJK16,
author = {Marcin Czajkowski and
Krzysztof Jurczuk and
Marek Kretowski},
editor = {Leszek Rutkowski and
Marcin Korytkowski and
Rafal Scherer and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {Hybrid Parallelization of Evolutionary Model Tree Induction},
booktitle = {Artificial Intelligence and Soft Computing - 15th International Conference,
{ICAISC} 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9692},
pages = {370--379},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39378-0\_32},
doi = {10.1007/978-3-319-39378-0\_32},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/CzajkowskiJK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tpnc/CzajkowskiK16,
author = {Marcin Czajkowski and
Marek Kretowski},
editor = {Carlos Mart{\'{\i}}n{-}Vide and
Takaaki Mizuki and
Miguel A. Vega{-}Rodr{\'{\i}}guez},
title = {A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees.
{A} Preliminary Study},
booktitle = {Theory and Practice of Natural Computing - 5th International Conference,
{TPNC} 2016, Sendai, Japan, December 12-13, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10071},
pages = {85--96},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49001-4\_7},
doi = {10.1007/978-3-319-49001-4\_7},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tpnc/CzajkowskiK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/CzajkowskiCK15,
author = {Marcin Czajkowski and
Monika Czerwonka and
Marek Kretowski},
title = {Cost-sensitive Global Model Trees applied to loan charge-off forecasting},
journal = {Decis. Support Syst.},
volume = {74},
pages = {57--66},
year = {2015},
url = {https://doi.org/10.1016/j.dss.2015.03.009},
doi = {10.1016/J.DSS.2015.03.009},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/CzajkowskiCK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/CzajkowskiJK15,
author = {Marcin Czajkowski and
Krzysztof Jurczuk and
Marek Kretowski},
editor = {Leszek Rutkowski and
Marcin Korytkowski and
Rafal Scherer and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP
Implementation},
booktitle = {Artificial Intelligence and Soft Computing - 14th International Conference,
{ICAISC} 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9119},
pages = {340--349},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19324-3\_31},
doi = {10.1007/978-3-319-19324-3\_31},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/CzajkowskiJK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/CzajkowskiGK14,
author = {Marcin Czajkowski and
Marek Grzes and
Marek Kretowski},
title = {Multi-test decision tree and its application to microarray data classification},
journal = {Artif. Intell. Medicine},
volume = {61},
number = {1},
pages = {35--44},
year = {2014},
url = {https://doi.org/10.1016/j.artmed.2014.01.005},
doi = {10.1016/J.ARTMED.2014.01.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/CzajkowskiGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CzajkowskiK14,
author = {Marcin Czajkowski and
Marek Kretowski},
title = {Evolutionary induction of global model trees with specialized operators
and memetic extensions},
journal = {Inf. Sci.},
volume = {288},
pages = {153--173},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.07.051},
doi = {10.1016/J.INS.2014.07.051},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CzajkowskiK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmmm/CzajkowskiK13,
author = {Marcin Czajkowski and
Marek Kretowski},
title = {An evolutionary algorithm for global induction of regression and model
trees},
journal = {Int. J. Data Min. Model. Manag.},
volume = {5},
number = {3},
pages = {261--276},
year = {2013},
url = {https://doi.org/10.1504/IJDMMM.2013.055865},
doi = {10.1504/IJDMMM.2013.055865},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmmm/CzajkowskiK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurogp/CzajkowskiK13,
author = {Marcin Czajkowski and
Marek Kretowski},
editor = {Krzysztof Krawiec and
Alberto Moraglio and
Ting Hu and
A. Sima Etaner{-}Uyar and
Bin Hu},
title = {Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis},
booktitle = {Genetic Programming - 16th European Conference, EuroGP 2013, Vienna,
Austria, April 3-5, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7831},
pages = {229--240},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37207-0\_20},
doi = {10.1007/978-3-642-37207-0\_20},
timestamp = {Tue, 29 Dec 2020 18:29:14 +0100},
biburl = {https://dblp.org/rec/conf/eurogp/CzajkowskiK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/CzajkowskiK13,
author = {Marcin Czajkowski and
Marek Kretowski},
editor = {Leszek Rutkowski and
Marcin Korytkowski and
Rafal Scherer and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {Global Induction of Oblique Model Trees: An Evolutionary Approach},
booktitle = {Artificial Intelligence and Soft Computing - 12th International Conference,
{ICAISC} 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7895},
pages = {1--11},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38610-7\_1},
doi = {10.1007/978-3-642-38610-7\_1},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/CzajkowskiK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icss/CzajkowskiCK13,
author = {Marcin Czajkowski and
Monika Czerwonka and
Marek Kretowski},
editor = {Jerzy Swiatek and
Adam Grzech and
Pawel Swiatek and
Jakub M. Tomczak},
title = {Cost-Sensitive Extensions for Global Model Trees: Application in Loan
Charge-Off Forecasting},
booktitle = {Advances in Systems Science - Proceedings of the International Conference
on Systems Science 2013, {ICSS} 2013, Wroclaw, Poland, September 10-12,
2013},
series = {Advances in Intelligent Systems and Computing},
volume = {240},
pages = {315--324},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-01857-7\_30},
doi = {10.1007/978-3-319-01857-7\_30},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icss/CzajkowskiCK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/CzajkowskiK12,
author = {Marcin Czajkowski and
Marek Kretowski},
editor = {Leszek Rutkowski and
Marcin Korytkowski and
Rafal Scherer and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {Does Memetic Approach Improve Global Induction of Regression and Model
Trees?},
booktitle = {Swarm and Evolutionary Computation - International Symposia, {SIDE}
2012 and {EC} 2012, Held in Conjunction with {ICAISC} 2012, Zakopane,
Poland, April 29-May 3, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7269},
pages = {174--181},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29353-5\_20},
doi = {10.1007/978-3-642-29353-5\_20},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/CzajkowskiK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/CzajkowskiGK11,
author = {Marcin Czajkowski and
Marek Grzes and
Marek Kretowski},
editor = {Pascal Bouvry and
Mieczyslaw A. Klopotek and
Franck Lepr{\'{e}}vost and
Malgorzata Marciniak and
Agnieszka Mykowiecka and
Henryk Rybinski},
title = {Multi-Test Decision Trees for Gene Expression Data Analysis},
booktitle = {Security and Intelligent Information Systems - International Joint
Conferences, {SIIS} 2011, Warsaw, Poland, June 13-14, 2011, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7053},
pages = {154--167},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25261-7\_12},
doi = {10.1007/978-3-642-25261-7\_12},
timestamp = {Sat, 09 Apr 2022 12:36:13 +0200},
biburl = {https://dblp.org/rec/conf/iis/CzajkowskiGK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/CzajkowskiK11,
author = {Marcin Czajkowski and
Marek Kretowski},
editor = {Marzena Kryszkiewicz and
Henryk Rybinski and
Andrzej Skowron and
Zbigniew W. Ras},
title = {An Evolutionary Algorithm for Global Induction of Regression Trees
with Multivariate Linear Models},
booktitle = {Foundations of Intelligent Systems - 19th International Symposium,
{ISMIS} 2011, Warsaw, Poland, June 28-30, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6804},
pages = {230--239},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21916-0\_26},
doi = {10.1007/978-3-642-21916-0\_26},
timestamp = {Thu, 14 Oct 2021 10:09:10 +0200},
biburl = {https://dblp.org/rec/conf/ismis/CzajkowskiK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/KretowskiC10,
author = {Marek Kretowski and
Marcin Czajkowski},
editor = {Leszek Rutkowski and
Rafal Scherer and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {An Evolutionary Algorithm for Global Induction of Regression Trees},
booktitle = {Artifical Intelligence and Soft Computing, 10th International Conference,
{ICAISC} 2010, Zakopane, Poland, June 13-17, 2010, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6114},
pages = {157--164},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13232-2\_19},
doi = {10.1007/978-3-642-13232-2\_19},
timestamp = {Mon, 05 Feb 2024 20:31:53 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/KretowskiC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/CzajkowskiK10,
author = {Marcin Czajkowski and
Marek Kretowski},
editor = {Robert Schaefer and
Carlos Cotta and
Joanna Kolodziej and
G{\"{u}}nter Rudolph},
title = {Globally Induced Model Trees: An Evolutionary Approach},
booktitle = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
Conference, Krak{\'{o}}w, Poland, September 11-15, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6238},
pages = {324--333},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15844-5\_33},
doi = {10.1007/978-3-642-15844-5\_33},
timestamp = {Wed, 25 Sep 2019 18:08:28 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/CzajkowskiK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/CzajkowskiK08,
author = {Marcin Czajkowski and
Marek Kretowski},
editor = {Ngoc Thanh Nguyen and
Leszek Borzemski and
Adam Grzech and
Moonis Ali},
title = {Novel Extension of k-TSP Algorithm for Microarray Classification},
booktitle = {New Frontiers in Applied Artificial Intelligence, 21st International
Conference on Industrial, Engineering and Other Applications of Applied
Intelligent Systems, {IEA/AIE} 2008, Wroclaw, Poland, June 18-20,
2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5027},
pages = {456--465},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69052-8\_48},
doi = {10.1007/978-3-540-69052-8\_48},
timestamp = {Thu, 16 Mar 2023 20:00:30 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/CzajkowskiK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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