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Bialystok University of Technology: Białystok, PL

1996-10-01 to present (Faculty of Computer Science)
Employment
Source: Self-asserted source
Marek Kretowski

Works (50 of 106)

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Page 1 of 3

Evolutionary induced survival trees for medical prognosis assessment

Applied Soft Computing
2025-02 | Journal article
Contributors: Malgorzata Kretowska; Marek Kretowski
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Crossref

Global Induction of Oblique Survival Trees

2024 | Book chapter
Contributors: Malgorzata Kretowska; Marek Kretowski
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Crossref

GPU-accelerated lung CT segmentation based on level sets and texture analysis

Scientific Reports
2024 | Journal article
EID:

2-s2.0-85182421296

Part of ISSN: 20452322
Contributors: Reska, D.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

ITree: a user-driven tool for interactive decision-making with classification trees

Bioinformatics
2024-05-02 | Journal article
Contributors: Hubert Sokołowski; Marcin Czajkowski; Anna Czajkowska; Krzysztof Jurczuk; Marek Kretowski; Jonathan Wren
Source: check_circle
Crossref

Adaptive in-memory representation of decision trees for GPU-accelerated evolutionary induction

Future Generation Computer Systems
2024-04 | Journal article
Contributors: Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski
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A comparison of different machine-learning techniques for the selection of a panel of metabolites allowing early detection of brain tumors

Scientific Reports
2023 | Journal article
EID:

2-s2.0-85164250276

Part of ISSN: 20452322
Contributors: Godlewski, A.; Czajkowski, M.; Mojsak, P.; Pienkowski, T.; Gosk, W.; Lyson, T.; Mariak, Z.; Reszec, J.; Kondraciuk, M.; Kaminski, K. et al.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Compact In-Memory Representation of Decision Trees in GPU-Accelerated Evolutionary Induction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | Conference paper
EID:

2-s2.0-85161368198

Part of ISSN: 16113349 03029743
Contributors: Jurczuk, K.; Czajkowski, M.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier
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From Random Forest to an interpretable decision tree - An evolutionary approach

GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion
2023 | Conference paper
EID:

2-s2.0-85169000202

Contributors: Jurczuk, K.; Czajkowski, M.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier
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Hierarchical Relative Expression Analysis in Multi-omics Data Classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | Conference paper
EID:

2-s2.0-85169677340

Part of ISSN: 16113349 03029743
Contributors: Czajkowski, M.; Jurczuk, K.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Steering the interpretability of decision trees using lasso regression - an evolutionary perspective

Information Sciences
2023-08 | Journal article
Contributors: Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski
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Exploring microRNAs as predictive biomarkers for type 2 diabetes mellitus remission after sleeve gastrectomy: A pilot study

Obesity
2022 | Journal article
EID:

2-s2.0-85123694627

Part of ISSN: 1930739X 19307381
Contributors: Wojciechowska, G.; Szczerbinski, L.; Kretowski, M.; Niemira, M.; Hady, H.R.; Kretowski, A.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

GPU-based acceleration of evolutionary induction of model trees

Applied Soft Computing
2022-04 | Journal article
Contributors: Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski
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Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification

GECCO 2021 - Proceedings of the 2021 Genetic and Evolutionary Computation Conference
2021 | Conference paper
EID:

2-s2.0-85110207216

Contributors: Czajkowski, M.; Jurczuk, K.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees

International Journal of High Performance Computing Applications
2021 | Journal article
EID:

2-s2.0-85091022253

Part of ISSN: 17412846 10943420
Contributors: Jurczuk, K.; Czajkowski, M.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Integration of solutions and services for multi-omics data analysis towards personalized medicine

Biocybernetics and Biomedical Engineering
2021 | Journal article
EID:

2-s2.0-85119436145

Part of ISSN: 02085216
Contributors: Reska, D.; Czajkowski, M.; Jurczuk, K.; Boldak, C.; Kwedlo, W.; Bauer, W.; Koszelew, J.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Understanding evolutionary induction of decision trees: A multi-tree repository approach

GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion
2021 | Conference paper
EID:

2-s2.0-85111045971

Contributors: Jurczuk, K.; Czajkowski, M.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Multi-GPU approach to global induction of classification trees for large-scale data mining

Applied Intelligence
2021-08 | Journal article
Contributors: Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski
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GPU-accelerated image segmentation based on level sets and multiple texture features

Multimedia Tools and Applications
2021-02-03 | Journal article
Contributors: Daniel Reska; Marek Kretowski
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Crossref
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Accelerating GPU-based evolutionary induction of decision trees - fitness evaluation reuse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Conference paper
EID:

2-s2.0-85083986011

Part of ISSN: 16113349 03029743
Contributors: Jurczuk, K.; Czajkowski, M.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier
grade
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Generic relative relations in hierarchical gene expression data classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Conference paper
EID:

2-s2.0-85091165177

Part of ISSN: 16113349 03029743
Contributors: Czajkowski, M.; Jurczuk, K.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Multi-Resolution Texture-Based 3D Level Set Segmentation

IEEE Access
2020 | Journal article
Contributors: Daniel Reska; Marek Kretowski
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Crossref
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Relative expression classification tree. A preliminary GPU-Based implementation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
EID:

2-s2.0-85083994926

Part of ISSN: 16113349 03029743
Contributors: Czajkowski, M.; Jurczuk, K.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier
grade
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Tree based advanced relative expression analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Conference paper
EID:

2-s2.0-85087276329

Part of ISSN: 16113349 03029743
Contributors: Czajkowski, M.; Jurczuk, K.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Evolutionary Decision Trees in Large-Scale Data Mining

Studies in Big Data
2019 | Book
Part of ISSN: 2197-6503
Part of ISSN: 2197-6511
Source: Self-asserted source
Marek Kretowski

Multi-GPU approach for big data mining - global induction of decision trees

GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion
2019 | Conference paper
EID:

2-s2.0-85070591002

Contributors: Jurczuk, K.; Czajkowski, M.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Relative evolutionary hierarchical analysis for gene expression data classification

GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference
2019 | Conference paper
EID:

2-s2.0-85072339567

Contributors: Czajkowski, M.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Decision tree underfitting in mining of gene expression data. An evolutionary multi-test tree approach

Expert Systems with Applications
2019-12 | Journal article
Contributors: Marcin Czajkowski; Marek Kretowski
Source: check_circle
Crossref
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A multi-objective evolutionary approach to Pareto-optimal model trees

Soft Computing
2019-03-26 | Journal article
Contributors: Marcin Czajkowski; Marek Kretowski
Source: check_circle
Crossref
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Evolutionary Algorithms for Global Decision Tree Induction

Encyclopedia of Information Science and Technology, 4th Edition
2018 | Journal article
WOSUID:

WOS:000416401302033

Contributors: Kretowski, Marek; Czajkowski, Marcin
Source: Self-asserted source
Marek Kretowski via ResearcherID

Evolutionary induction of classification trees on spark

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Conference paper
EID:

2-s2.0-85048051463

Part of ISSN: 16113349 03029743
Contributors: Reska, D.; Jurczuk, K.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

GPU-based computational modeling of magnetic resonance imaging of vascular structures

International Journal of High Performance Computing Applications
2018 | Journal article
WOSUID:

WOS:000438959200004

Contributors: Jurczuk, Krzysztof; Kretowski, Marek; Bezy-Wendling, Johanne
Source: Self-asserted source
Marek Kretowski via ResearcherID
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Towards a patient-specific hepatic arterial modeling for microspheres distribution optimization in SIRT protocol

Medical & Biological Engineering & Computing
2018 | Journal article
WOSUID:

WOS:000426722600014

Contributors: Simoncini, Costanza; Jurczuk, Krzysztof; Reska, Daniel; Esneault, Simon; Nunes, Jean-Claude; Bellanger, Jean-Jacques; Saint-Jalmes, Herve; Rolland, Yan; Eliat, Pierre-Antoine; Bezy-Wendling, Johanne et al.
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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What are the limits of evolutionary induction of decision trees?

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Conference paper
EID:

2-s2.0-85053557056

Part of ISSN: 16113349 03029743
Contributors: Jurczuk, K.; Reska, D.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Blood Flow Simulation in Patient-Specific Segmented Hepatic Arterial Tree

Irbm
2017 | Journal article
WOSUID:

WOS:000407662900002

Contributors: Simoncini, C.; Rolland, Y.; Morgenthaler, V.; Jurczuk, K.; Saint-Jalmes, H.; Eliat, P-A.; Kretowski, M.; Bezy-Wendling, J.
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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Evolutionary induction of a decision tree for large-scale data: a GPU-based approach

Soft Computing
2017 | Journal article
WOSUID:

WOS:000414961100009

Contributors: Jurczuk, Krzysztof; Czajkowski, Marcin; Kretowski, Marek
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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GPU-accelerated evolutionary induction of regression trees

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Conference paper
EID:

2-s2.0-85041340455

Part of ISSN: 16113349 03029743
Contributors: Jurczuk, K.; Czajkowski, M.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Towards multi-stage texture-based active contour image segmentation

Signal Image and Video Processing
2017 | Journal article
WOSUID:

WOS:000403468300005

Contributors: Reska, Daniel; Boldak, Cezary; Kretowski, Marek
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study

Theory and Practice of Natural Computing, Tpnc 2016
2016 | Book chapter
WOSUID:

WOS:000389507800007

Contributors: Czajkowski, Marcin; Kretowski, Marek
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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GPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures

Parallel Processing and Applied Mathematics, Ppam 2015, Pt I
2016 | Book chapter
WOSUID:

WOS:000400134500037

Contributors: Jurczuk, Krzysztof; Murawski, Dariusz; Kretowski, Marek; Bezy-Wendling, Johanne
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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Hybrid Parallelization of Evolutionary Model Tree Induction

Artificial Intelligence and Soft Computing, Icaisc 2016
2016 | Book chapter
WOSUID:

WOS:000389514800032

Contributors: Czajkowski, Marcin; Jurczuk, Krzysztof; Kretowski, Marek
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors

Computer Information Systems and Industrial Management, Cisim 2016
2016 | Book chapter
WOSUID:

WOS:000388720000011

Contributors: Duda, Dorota; Kretowski, Marek; Azzabou, Noura; de Certaines, Jacques D.
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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Multi-sequence texture analysis in classification of in vivo MR images of the prostate

Biocybernetics and Biomedical Engineering
2016 | Journal article
WOSUID:

WOS:000391460400002

Contributors: Duda, Dorota; Kretowski, Marek; Mathieu, Romain; de Crevoisier, Renaud; Bezy-Wendling, Johanne
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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The role of decision tree representation in regression problems - An evolutionary perspective

Applied Soft Computing
2016 | Journal article
WOSUID:

WOS:000389549400035

Contributors: Czajkowski, Marcin; Kretowski, Marek
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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TIGER: An evolutionary search for Top Inter-GEne Relations

International Journal of Data Mining and Bioinformatics
2016 | Journal article
EID:

2-s2.0-84994182374

Contributors: Czajkowski, M.; Czajkowska, A.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Toward Texture-Based 3D Level Set Image Segmentation

Image Processing and Communications Challenges 7
2016 | Book chapter
WOSUID:

WOS:000369842100024

Contributors: Reska, Daniel; Boldak, Cezary; Kretowski, Marek
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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A parallel approach for evolutionary induced decision trees. MPI+OpenMP implementation

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
2015 | Conference paper
EID:

2-s2.0-84958529084

Part of ISSN: 03029743
Contributors: Czajkowski, M.; Jurczuk, K.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

A Texture-Based Energy for Active Contour Image Segmentation

Advances in Intelligent Systems and Computing
2015 | Conference paper
EID:

2-s2.0-84907351558

Part of ISSN: 21945357
Contributors: Reska, D.; Boldak, C.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier

Cost-sensitive Global Model Trees applied to loan charge-off forecasting

Decision Support Systems
2015 | Journal article
EID:

2-s2.0-84928107603

Contributors: Czajkowski, M.; Czerwonka, M.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier
grade
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MRI Texture Analysis for Differentiation Between Healthy and Golden Retriever Muscular Dystrophy Dogs at Different Phases of Disease Evolution

Computer Information Systems and Industrial Management
2015 | Book chapter
WOSUID:

WOS:000366016000021

Contributors: Duda, Dorota; Kretowski, Marek; Azzabou, Noura; de Certaines, Jacques D.
Source: Self-asserted source
Marek Kretowski via ResearcherID
grade
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A distributed approach for development of deformable model-based segmentation methods

Advances in Intelligent Systems and Computing
2014 | Conference paper
EID:

2-s2.0-84905561571

Part of ISSN: 21945357
Contributors: Reska, D.; Boldak, C.; Kretowski, M.
Source: Self-asserted source
Marek Kretowski via Scopus - Elsevier
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