Marek Kretowski

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 33

Top Topics

Gene Expression

Magnetic Resonance

Top Venues

Publications

Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
Adaptive in-memory representation of decision trees for GPU-accelerated evolutionary induction. Future Gener. Comput. Syst. 153 (2024)
Malgorzata Kretowska, Marek Kretowski
Global Induction of Oblique Survival Trees. ICCS (4) (2024)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
Hierarchical Relative Expression Analysis in Multi-omics Data Classification. ICCS (2) (2023)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
From Random Forest to an interpretable decision tree - An evolutionary approach. GECCO Companion (2023)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
Steering the interpretability of decision trees using lasso regression - an evolutionary perspective. Inf. Sci. 638 (2023)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
Compact In-Memory Representation of Decision Trees in GPU-Accelerated Evolutionary Induction. PPAM (1) (2022)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
GPU-based acceleration of evolutionary induction of model trees. Appl. Soft Comput. 119 (2022)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
Multi-GPU approach to global induction of classification trees for large-scale data mining. Appl. Intell. 51 (8) (2021)
Daniel Reska, Marek Kretowski
GPU-accelerated image segmentation based on level sets and multiple texture features. Multim. Tools Appl. 80 (4) (2021)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
Understanding evolutionary induction of decision trees: a multi-tree repository approach. GECCO Companion (2021)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification. GECCO (2021)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees. Int. J. High Perform. Comput. Appl. 35 (1) (2021)
Daniel Reska, Marek Kretowski
Multi-Resolution Texture-Based 3D Level Set Segmentation. IEEE Access 8 (2020)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
Tree Based Advanced Relative Expression Analysis. ICCS (3) (2020)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
Generic Relative Relations in Hierarchical Gene Expression Data Classification. PPSN (2) (2020)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
Accelerating GPU-based Evolutionary Induction of Decision Trees - Fitness Evaluation Reuse. PPAM (1) (2019)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
Multi-GPU approach for big data mining: global induction of decision trees. GECCO (Companion) (2019)
Marcin Czajkowski, Marek Kretowski
Decision tree underfitting in mining of gene expression data. An evolutionary multi-test tree approach. Expert Syst. Appl. 137 (2019)
Marcin Czajkowski, Marek Kretowski
A multi-objective evolutionary approach to Pareto-optimal model trees. Soft Comput. 23 (5) (2019)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
Relative Expression Classification Tree. A Preliminary GPU-Based Implementation. PPAM (1) (2019)
Marcin Czajkowski, Marek Kretowski
Relative evolutionary hierarchical analysis for gene expression data classification. GECCO (2019)
Daniel Reska, Krzysztof Jurczuk, Marek Kretowski
Evolutionary Induction of Classification Trees on Spark. ICAISC (1) (2018)
Krzysztof Jurczuk, Daniel Reska, Marek Kretowski
What Are the Limits of Evolutionary Induction of Decision Trees? PPSN (2) (2018)
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
Towards a patient-specific hepatic arterial modeling for microspheres distribution optimization in SIRT protocol. Medical Biol. Eng. Comput. 56 (3) (2018)
Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling
GPU-based computational modeling of magnetic resonance imaging of vascular structures. Int. J. High Perform. Comput. Appl. 32 (4) (2018)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
GPU-Accelerated Evolutionary Induction of Regression Trees. TPNC (2017)
Daniel Reska, Cezary Boldak, Marek Kretowski
Towards multi-stage texture-based active contour image segmentation. Signal Image Video Process. 11 (5) (2017)
Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
Evolutionary induction of a decision tree for large-scale data: a GPU-based approach. Soft Comput. 21 (24) (2017)
Dorota Duda, Marek Kretowski, Noura Azzabou, Jacques D. de Certaines
MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors. CISIM (2016)
Marcin Czajkowski, Anna Czajkowska, Marek Kretowski
TIGER: an evolutionary search for Top Inter-GEne Relations. Int. J. Data Min. Bioinform. 16 (2) (2016)
Marcin Czajkowski, Marek Kretowski
The role of decision tree representation in regression problems - An evolutionary perspective. Appl. Soft Comput. 48 (2016)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
Hybrid Parallelization of Evolutionary Model Tree Induction. ICAISC (1) (2016)
Marcin Czajkowski, Marek Kretowski
A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study. TPNC (2016)
Daniel Reska, Cezary Boldak, Marek Kretowski
Toward Texture-Based 3D Level Set Image Segmentation. IP&C (2015)
Krzysztof Jurczuk, Dariusz Murawski, Marek Kretowski, Johanne Bézy-Wendling
GPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures. PPAM (1) (2015)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation. ICAISC (1) (2015)
Marcin Czajkowski, Monika Czerwonka, Marek Kretowski
Cost-sensitive Global Model Trees applied to loan charge-off forecasting. Decis. Support Syst. 74 (2015)
Dorota Duda, Marek Kretowski, Noura Azzabou, Jacques D. de Certaines
MRI Texture Analysis for Differentiation Between Healthy and Golden Retriever Muscular Dystrophy Dogs at Different Phases of Disease Evolution. CISIM (2015)
Marcin Czajkowski, Marek Grzes, Marek Kretowski
Multi-test decision tree and its application to microarray data classification. Artif. Intell. Medicine 61 (1) (2014)
Marcin Czajkowski, Marek Kretowski
Evolutionary induction of global model trees with specialized operators and memetic extensions. Inf. Sci. 288 (2014)
Daniel Reska, Cezary Boldak, Marek Kretowski
A Texture-Based Energy for Active Contour Image Segmentation. IP&C (2014)
Krzysztof Jurczuk, Marek Kretowski, Pierre-Antoine Eliat, Hervé Saint-Jalmes, Johanne Bézy-Wendling
In Silico Modeling of Magnetic Resonance Flow Imaging in Complex Vascular Networks. IEEE Trans. Medical Imaging 33 (11) (2014)
Daniel Reska, Cezary Boldak, Marek Kretowski
A Distributed Approach for Development of Deformable Model-Based Segmentation Methods. IP&C (2013)
Marcin Czajkowski, Marek Kretowski
Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis. EuroGP (2013)
Marcin Czajkowski, Monika Czerwonka, Marek Kretowski
Cost-Sensitive Extensions for Global Model Trees: Application in Loan Charge-Off Forecasting. ICSS (2013)
Dorota Duda, Marek Kretowski, Johanne Bézy-Wendling
Effect of Slice Thickness on Texture-Based Classification of Liver Dynamic CT Scans. CISIM (2013)
Marcin Czajkowski, Marek Kretowski
Global Induction of Oblique Model Trees: An Evolutionary Approach. ICAISC (2) (2013)
Marcin Czajkowski, Marek Kretowski
An evolutionary algorithm for global induction of regression and model trees. Int. J. Data Min. Model. Manag. 5 (3) (2013)
Marcin Czajkowski, Marek Kretowski
Does Memetic Approach Improve Global Induction of Regression and Model Trees? ICAISC (SIDE-EC) (2012)
Krzysztof Jurczuk, Marek Kretowski, Pierre-Antoine Eliat, Jean-Jacques Bellanger, Hervé Saint-Jalmes, Johanne Bézy-Wendling
A new approach in combined modeling of MRI and blood flow: A preliminary study. ISBI (2012)
Marcin Czajkowski, Marek Kretowski
An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models. ISMIS (2011)
Marcin Czajkowski, Marek Grzes, Marek Kretowski
Multi-Test Decision Trees for Gene Expression Data Analysis. SIIS (2011)
Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling
Hierarchical Parallel Approach in Vascular Network Modeling - Hybrid MPI+OpenMP Implementation. PPAM (1) (2011)
Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling
Vascular System Modeling in Parallel Environment - Distributed and Shared Memory Approaches. IEEE Trans. Inf. Technol. Biomed. 15 (4) (2011)
Marek Kretowski, Marcin Czajkowski
An Evolutionary Algorithm for Global Induction of Regression Trees. ICAISC (2) (2010)
Marcin Czajkowski, Marek Kretowski
Globally Induced Model Trees: An Evolutionary Approach. PPSN (1) (2010)
Muriel Mescam, Marek Kretowski, Johanne Bézy-Wendling
Multiscale Model of Liver DCE-MRI Towards a Better Understanding of Tumor Complexity. IEEE Trans. Medical Imaging 29 (3) (2010)
Muriel Mescam, Marek Kretowski, Johanne Bézy-Wendling
Texture-Based Characterization of Arterialization in Simulated MRI of Hypervascularized Liver Tumors. ISBI (2009)
Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling
Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster. PPAM (1) (2009)
Marcin Czajkowski, Marek Kretowski
Novel Extension of k-TSP Algorithm for Microarray Classification. IEA/AIE (2008)
Krzysztof Jurczuk, Marek Kretowski
Parallel Implementation of Vascular Network Modeling. ICCS (1) (2008)
Marek Kretowski
A Memetic Algorithm for Global Induction of Decision Trees. SOFSEM (2008)
Marek Kretowski, Piotr Popczynski
Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution. ICAISC (2008)
Johanne Bézy-Wendling, Marek Kretowski
Physiological modeling of tumor-affected renal circulation. Comput. Methods Programs Biomed. 91 (1) (2008)
Marek Kretowski, Marek Grzes
Evolutionary Induction of Mixed Decision Trees. Int. J. Data Warehous. Min. 3 (4) (2007)
Marek Kretowski, Johanne Bézy-Wendling, Pierrick Coupé
Simulation of Biphasic CT Findings in Hepatic Cellular Carcinoma by a Two-Level Physiological Model. IEEE Trans. Biomed. Eng. 54 (3) (2007)
Marek Kretowski, Marek Grzes
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization. ICANNGA (1) (2007)
Johanne Bézy-Wendling, Marek Kretowski, Muriel Mescam, Krzysztof Jurczuk, Pierre-Antoine Eliat
Simulation of Hepatocellular Carcinoma in MRI by Combined Macrovascular and Pharmacokinetic Models. ISBI (2007)
Marek Kretowski, Marek Grzes
Mixed Decision Trees: An Evolutionary Approach. DaWaK (2006)
Marek Kretowski, Marek Grzes
Evolutionary Induction of Cost-Sensitive Decision Trees. ISMIS (2006)
Marek Kretowski, Marek Grzes
Evolutionary Learning of Linear Trees with Embedded Feature Selection. ICAISC (2006)
Marek Kretowski, Marek Grzes
Global Induction of Oblique Decision Trees: An Evolutionary Approach. Intelligent Information Systems (2005)
Marek Kretowski, Pierrick Coupé, Johanne Bézy-Wendling
Modeling of Tumor Conspicuity In Hepatic CT Images: Combined Compartment and Vascular Models. ISBI (2004)
Marek Kretowski
An Evolutionary Algorithm for Oblique Decision Tree Induction. ICAISC (2004)
Dorota Duda, Marek Kretowski, Johanne Bézy-Wendling
Texture-Based Classification of Hepatic Primary Tumors in Multiphase CT. MICCAI (2) (2004)
Marek Kretowski, Yan Rolland, Johanne Bézy-Wendling, Jean-Louis Coatrieux
Physiologically Based Modeling for Medical Image Analysis: Application to 3D Vascular Networks and CT Scan Modality. IEEE Trans. Medical Imaging 22 (2) (2003)
Johanne Bézy-Wendling, Marek Kretowski, Yan Rolland
Hepatic tumor enhancement in computed tomography: combined models of liver perfusion and dynamic imaging. Comput. Biol. Medicine 33 (1) (2003)
Marek Kretowski, Yan Rolland, Johanne Bézy-Wendling, Jean-Louis Coatrieux
Fast algorithm for 3-D vascular tree modeling. Comput. Methods Programs Biomed. 70 (2) (2003)
Johanne Bézy-Wendling, Marek Kretowski
Modeling hepatic enhancement in computer tomography for texture interpretation. ISBI (2002)
Wojciech Kwedlo, Marek Kretowski
An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning. ECML (2001)
Johanne Bézy-Wendling, Marek Kretowski, Yan Rolland, W. Le Bidon
Toward a better understanding of texture in vascular CT scan simulated images. IEEE Trans. Biomed. Eng. 48 (1) (2001)
Leon Bobrowski, Marek Kretowski
Induction of Multivariate Decision Trees by Using Dipolar Criteria. PKDD (2000)
Wojciech Kwedlo, Marek Kretowski
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction. PKDD (1999)
Wojciech Kwedlo, Marek Kretowski
Discovery of Decision Rules from Databases: An Evolutionary Approach. PKDD (1998)