Marek Kretowski

91 papers A 2B 3C 3Misc 3Journal 32Unranked 46
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing multi-omics data classification with relative expression analysis and decision trees.
J. Comput. Sci.
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2025 J jnl
Enhancing transparency of omics data analysis with the Evolutionary Multi-Test Tree and Relative Expression.
Expert Syst. Appl.
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2025 J jnl
Evolutionary induced survival trees for medical prognosis assessment.
Appl. Soft Comput.
Malgorzata Kretowska, Marek Kretowski
2024 J jnl
Adaptive in-memory representation of decision trees for GPU-accelerated evolutionary induction.
Future Gener. Comput. Syst.
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2024 — conf
Global Induction of Oblique Survival Trees.
ICCS (4)
Malgorzata Kretowska, Marek Kretowski
2024 — conf
Improved GPU Memory Management in Evolutionary Decision Tree Induction for Large-Scale Data.
PPAM (1)
Krzysztof Jurczuk, Daniel Reska, Marcin Czajkowski, Marek Kretowski
2024 — conf
The Influence of Loss Function on Oblique Survival Tree Induction.
ISD
Malgorzata Kretowska, Marek Kretowski
2023 — conf
From Random Forest to an interpretable decision tree - An evolutionary approach.
GECCO Companion
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2023 — conf
Hierarchical Relative Expression Analysis in Multi-omics Data Classification.
ICCS (2)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2023 J jnl
Steering the interpretability of decision trees using lasso regression - an evolutionary perspective.
Inf. Sci.
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2022 — conf
Compact In-Memory Representation of Decision Trees in GPU-Accelerated Evolutionary Induction.
PPAM (1)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2022 J jnl
GPU-based acceleration of evolutionary induction of model trees.
Appl. Soft Comput.
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2021 A conf
Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification.
GECCO
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2021 J jnl
Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees.
Int. J. High Perform. Comput. Appl.
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2021 J jnl
GPU-accelerated image segmentation based on level sets and multiple texture features.
Multim. Tools Appl.
Daniel Reska, Marek Kretowski
2021 J jnl
Multi-GPU approach to global induction of classification trees for large-scale data mining.
Appl. Intell.
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2021 — conf
Understanding evolutionary induction of decision trees: a multi-tree repository approach.
GECCO Companion
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2020 — conf
Generic Relative Relations in Hierarchical Gene Expression Data Classification.
PPSN (2)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2020 J jnl
Multi-Resolution Texture-Based 3D Level Set Segmentation.
IEEE Access
Daniel Reska, Marek Kretowski
2020 — conf
Tree Based Advanced Relative Expression Analysis.
ICCS (3)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2019 J jnl
A multi-objective evolutionary approach to Pareto-optimal model trees.
Soft Comput.
Marcin Czajkowski, Marek Kretowski
2019 — conf
Accelerating GPU-based Evolutionary Induction of Decision Trees - Fitness Evaluation Reuse.
PPAM (1)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2019 J jnl
Decision tree underfitting in mining of gene expression data. An evolutionary multi-test tree approach.
Expert Syst. Appl.
Marcin Czajkowski, Marek Kretowski
2019 — conf
Multi-GPU approach for big data mining: global induction of decision trees.
GECCO (Companion)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2019 — conf
Relative Expression Classification Tree. A Preliminary GPU-Based Implementation.
PPAM (1)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2019 A conf
Relative evolutionary hierarchical analysis for gene expression data classification.
GECCO
Marcin Czajkowski, Marek Kretowski
2018 — conf
Evolutionary Induction of Classification Trees on Spark.
ICAISC (1)
Daniel Reska, Krzysztof Jurczuk, Marek Kretowski
2018 J jnl
GPU-based computational modeling of magnetic resonance imaging of vascular structures.
Int. J. High Perform. Comput. Appl.
Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling
2018 J jnl
Towards a patient-specific hepatic arterial modeling for microspheres distribution optimization in SIRT protocol.
Medical Biol. Eng. Comput.
Costanza Simoncini, Krzysztof Jurczuk, Daniel Reska, Simon Esneault, Jean-Claude Nunes, Jean-Jacques Bellanger, Hervé Saint-Jalmes, Yan Rolland, Pierre-Antoine Eliat, Johanne Bézy-Wendling, Marek Kretowski
2018 — conf
What Are the Limits of Evolutionary Induction of Decision Trees?
PPSN (2)
Krzysztof Jurczuk, Daniel Reska, Marek Kretowski
2017 J jnl
Evolutionary induction of a decision tree for large-scale data: a GPU-based approach.
Soft Comput.
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2017 — conf
GPU-Accelerated Evolutionary Induction of Regression Trees.
TPNC
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2017 J jnl
Towards multi-stage texture-based active contour image segmentation.
Signal Image Video Process.
Daniel Reska, Cezary Boldak, Marek Kretowski
2016 — conf
A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study.
TPNC
Marcin Czajkowski, Marek Kretowski
2016 — conf
Hybrid Parallelization of Evolutionary Model Tree Induction.
ICAISC (1)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2016 — conf
MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors.
CISIM
Dorota Duda, Marek Kretowski, Noura Azzabou, Jacques D. de Certaines
2016 J jnl
TIGER: an evolutionary search for Top Inter-GEne Relations.
Int. J. Data Min. Bioinform.
Marcin Czajkowski, Anna Czajkowska, Marek Kretowski
2016 J jnl
The role of decision tree representation in regression problems - An evolutionary perspective.
Appl. Soft Comput.
Marcin Czajkowski, Marek Kretowski
2015 — conf
A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation.
ICAISC (1)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2015 J jnl
Cost-sensitive Global Model Trees applied to loan charge-off forecasting.
Decis. Support Syst.
Marcin Czajkowski, Monika Czerwonka, Marek Kretowski
2015 — conf
GPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures.
PPAM (1)
Krzysztof Jurczuk, Dariusz Murawski, Marek Kretowski, Johanne Bézy-Wendling
2015 — conf
MRI Texture Analysis for Differentiation Between Healthy and Golden Retriever Muscular Dystrophy Dogs at Different Phases of Disease Evolution.
CISIM
Dorota Duda, Marek Kretowski, Noura Azzabou, Jacques D. de Certaines
2015 — conf
Toward Texture-Based 3D Level Set Image Segmentation.
IP&C
Daniel Reska, Cezary Boldak, Marek Kretowski
2014 — conf
A Texture-Based Energy for Active Contour Image Segmentation.
IP&C
Daniel Reska, Cezary Boldak, Marek Kretowski
2014 J jnl
Evolutionary induction of global model trees with specialized operators and memetic extensions.
Inf. Sci.
Marcin Czajkowski, Marek Kretowski
2014 J jnl
In Silico Modeling of Magnetic Resonance Flow Imaging in Complex Vascular Networks.
IEEE Trans. Medical Imaging
Krzysztof Jurczuk, Marek Kretowski, Pierre-Antoine Eliat, Hervé Saint-Jalmes, Johanne Bézy-Wendling
2014 J jnl
Multi-test decision tree and its application to microarray data classification.
Artif. Intell. Medicine
Marcin Czajkowski, Marek Grzes, Marek Kretowski
2013 — conf
A Distributed Approach for Development of Deformable Model-Based Segmentation Methods.
IP&C
Daniel Reska, Cezary Boldak, Marek Kretowski
2013 J jnl
An evolutionary algorithm for global induction of regression and model trees.
Int. J. Data Min. Model. Manag.
Marcin Czajkowski, Marek Kretowski
2013 — conf
Cost-Sensitive Extensions for Global Model Trees: Application in Loan Charge-Off Forecasting.
ICSS
Marcin Czajkowski, Monika Czerwonka, Marek Kretowski
2013 — conf
Effect of Slice Thickness on Texture-Based Classification of Liver Dynamic CT Scans.
CISIM
Dorota Duda, Marek Kretowski, Johanne Bézy-Wendling
2013 — conf
Global Induction of Oblique Model Trees: An Evolutionary Approach.
ICAISC (2)
Marcin Czajkowski, Marek Kretowski
2013 B conf
Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis.
EuroGP
Marcin Czajkowski, Marek Kretowski
2012 — conf
A new approach in combined modeling of MRI and blood flow: A preliminary study.
ISBI
Krzysztof Jurczuk, Marek Kretowski, Pierre-Antoine Eliat, Jean-Jacques Bellanger, Hervé Saint-Jalmes, Johanne Bézy-Wendling
2012 — conf
Does Memetic Approach Improve Global Induction of Regression and Model Trees?
ICAISC (SIDE-EC)
Marcin Czajkowski, Marek Kretowski
2011 C conf
An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models.
ISMIS
Marcin Czajkowski, Marek Kretowski
2011 — conf
Hierarchical Parallel Approach in Vascular Network Modeling - Hybrid MPI+OpenMP Implementation.
PPAM (1)
Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling
2011 — conf
Multi-Test Decision Trees for Gene Expression Data Analysis.
SIIS
Marcin Czajkowski, Marek Grzes, Marek Kretowski
2011 J jnl
Vascular System Modeling in Parallel Environment - Distributed and Shared Memory Approaches.
IEEE Trans. Inf. Technol. Biomed.
Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling
2010 — conf
An Evolutionary Algorithm for Global Induction of Regression Trees.
ICAISC (2)
Marek Kretowski, Marcin Czajkowski
2010 — conf
Globally Induced Model Trees: An Evolutionary Approach.
PPSN (1)
Marcin Czajkowski, Marek Kretowski
2010 J jnl
Multiscale Model of Liver DCE-MRI Towards a Better Understanding of Tumor Complexity.
IEEE Trans. Medical Imaging
Muriel Mescam, Marek Kretowski, Johanne Bézy-Wendling
2009 — ch.
Global Induction of Decision Trees.
Encyclopedia of Data Warehousing and Mining
Marek Kretowski
2009 — conf
Texture-Based Characterization of Arterialization in Simulated MRI of Hypervascularized Liver Tumors.
ISBI
Muriel Mescam, Marek Kretowski, Johanne Bézy-Wendling
2009 — conf
Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster.
PPAM (1)
Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling
2008 B conf
A Memetic Algorithm for Global Induction of Decision Trees.
SOFSEM
Marek Kretowski
2008 Misc conf
Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution.
ICAISC
Marek Kretowski, Piotr Popczynski
2008 C conf
Novel Extension of k-TSP Algorithm for Microarray Classification.
IEA/AIE
Marcin Czajkowski, Marek Kretowski
2008 — conf
Parallel Implementation of Vascular Network Modeling.
ICCS (1)
Krzysztof Jurczuk, Marek Kretowski
2008 J jnl
Physiological modeling of tumor-affected renal circulation.
Comput. Methods Programs Biomed.
Johanne Bézy-Wendling, Marek Kretowski
2007 — conf
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization.
ICANNGA (1)
Marek Kretowski, Marek Grzes
2007 J jnl
Evolutionary Induction of Mixed Decision Trees.
Int. J. Data Warehous. Min.
Marek Kretowski, Marek Grzes
2007 J jnl
Simulation of Biphasic CT Findings in Hepatic Cellular Carcinoma by a Two-Level Physiological Model.
IEEE Trans. Biomed. Eng.
Marek Kretowski, Johanne Bézy-Wendling, Pierrick Coupé
2007 — conf
Simulation of Hepatocellular Carcinoma in MRI by Combined Macrovascular and Pharmacokinetic Models.
ISBI
Johanne Bézy-Wendling, Marek Kretowski, Muriel Mescam, Krzysztof Jurczuk, Pierre-Antoine Eliat
2006 C conf
Evolutionary Induction of Cost-Sensitive Decision Trees.
ISMIS
Marek Kretowski, Marek Grzes
2006 Misc conf
Evolutionary Learning of Linear Trees with Embedded Feature Selection.
ICAISC
Marek Kretowski, Marek Grzes
2006 B conf
Mixed Decision Trees: An Evolutionary Approach.
DaWaK
Marek Kretowski, Marek Grzes
2005 — conf
Global Induction of Oblique Decision Trees: An Evolutionary Approach.
Intelligent Information Systems
Marek Kretowski, Marek Grzes
2005 — ch.
Global learning of decision trees by an evolutionary algorithm.
Information Processing and Security Systems
Marek Kretowski, Marek Grzes
2004 Misc conf
An Evolutionary Algorithm for Oblique Decision Tree Induction.
ICAISC
Marek Kretowski
2004 — conf
Modeling of Tumor Conspicuity In Hepatic CT Images: Combined Compartment and Vascular Models.
ISBI
Marek Kretowski, Pierrick Coupé, Johanne Bézy-Wendling
2004 — conf
Texture-Based Classification of Hepatic Primary Tumors in Multiphase CT.
MICCAI (2)
Dorota Duda, Marek Kretowski, Johanne Bézy-Wendling
2003 J jnl
Fast algorithm for 3-D vascular tree modeling.
Comput. Methods Programs Biomed.
Marek Kretowski, Yan Rolland, Johanne Bézy-Wendling, Jean-Louis Coatrieux
2003 J jnl
Hepatic tumor enhancement in computed tomography: combined models of liver perfusion and dynamic imaging.
Comput. Biol. Medicine
Johanne Bézy-Wendling, Marek Kretowski, Yan Rolland
2003 J jnl
Physiologically Based Modeling for Medical Image Analysis: Application to 3D Vascular Networks and CT Scan Modality.
IEEE Trans. Medical Imaging
Marek Kretowski, Yan Rolland, Johanne Bézy-Wendling, Jean-Louis Coatrieux
2002 — conf
Modeling hepatic enhancement in computer tomography for texture interpretation.
ISBI
Johanne Bézy-Wendling, Marek Kretowski
2001 — conf
An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning.
ECML
Wojciech Kwedlo, Marek Kretowski
2001 J jnl
Toward a better understanding of texture in vascular CT scan simulated images.
IEEE Trans. Biomed. Eng.
Johanne Bézy-Wendling, Marek Kretowski, Yan Rolland, W. Le Bidon
2000 — conf
Induction of Multivariate Decision Trees by Using Dipolar Criteria.
PKDD
Leon Bobrowski, Marek Kretowski
1999 — conf
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction.
PKDD
Wojciech Kwedlo, Marek Kretowski
1998 — conf
Discovery of Decision Rules from Databases: An Evolutionary Approach.
PKDD
Wojciech Kwedlo, Marek Kretowski