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ORCIDMarek Kretowski
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2020 – today
- 2024
[j29]Krzysztof Jurczuk
, Marcin Czajkowski, Marek Kretowski:
Adaptive in-memory representation of decision trees for GPU-accelerated evolutionary induction. Future Gener. Comput. Syst. 153: 419-430 (2024)- [c56]Malgorzata Kretowska, Marek Kretowski:
Global Induction of Oblique Survival Trees. ICCS (4) 2024: 379-386 - [c55]Malgorzata Kretowska, Marek Kretowski:
The Influence of Loss Function on Oblique Survival Tree Induction. ISD 2024 - 2023
- [j28]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
Steering the interpretability of decision trees using lasso regression - an evolutionary perspective. Inf. Sci. 638: 118944 (2023) - [c54]Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
From Random Forest to an interpretable decision tree - An evolutionary approach. GECCO Companion 2023: 291-294 - [c53]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
Hierarchical Relative Expression Analysis in Multi-omics Data Classification. ICCS (2) 2023: 722-729 - 2022
- [j27]Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
GPU-based acceleration of evolutionary induction of model trees. Appl. Soft Comput. 119: 108503 (2022) - [c52]Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
Compact In-Memory Representation of Decision Trees in GPU-Accelerated Evolutionary Induction. PPAM (1) 2022: 126-138 - 2021
- [j26]Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
Multi-GPU approach to global induction of classification trees for large-scale data mining. Appl. Intell. 51(8): 5683-5700 (2021) - [j25]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) - [j24]Daniel Reska, Marek Kretowski:
GPU-accelerated image segmentation based on level sets and multiple texture features. Multim. Tools Appl. 80(4): 5087-5109 (2021) - [c51]Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
Understanding evolutionary induction of decision trees: a multi-tree repository approach. GECCO Companion 2021: 155-156 - [c50]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification. GECCO 2021: 946-954 - 2020
- [j23]Daniel Reska, Marek Kretowski:
Multi-Resolution Texture-Based 3D Level Set Segmentation. IEEE Access 8: 143294-143305 (2020) - [c49]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
Tree Based Advanced Relative Expression Analysis. ICCS (3) 2020: 496-510 - [c48]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
Generic Relative Relations in Hierarchical Gene Expression Data Classification. PPSN (2) 2020: 372-384
2010 – 2019
- 2019
- [j22]Marcin Czajkowski, Marek Kretowski:
Decision tree underfitting in mining of gene expression data. An evolutionary multi-test tree approach. Expert Syst. Appl. 137: 392-404 (2019) - [j21]Marcin Czajkowski, Marek Kretowski:
A multi-objective evolutionary approach to Pareto-optimal model trees. Soft Comput. 23(5): 1423-1437 (2019) - [c47]Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
Multi-GPU approach for big data mining: global induction of decision trees. GECCO (Companion) 2019: 175-176 - [c46]Marcin Czajkowski, Marek Kretowski:
Relative evolutionary hierarchical analysis for gene expression data classification. GECCO 2019: 1156-1164 - [c45]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
Relative Expression Classification Tree. A Preliminary GPU-Based Implementation. PPAM (1) 2019: 359-369 - [c44]Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
Accelerating GPU-based Evolutionary Induction of Decision Trees - Fitness Evaluation Reuse. PPAM (1) 2019: 421-431 - 2018
- [j20]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): 496-511 (2018) - [j19]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): 515-529 (2018) - [c43]Daniel Reska, Krzysztof Jurczuk, Marek Kretowski:
Evolutionary Induction of Classification Trees on Spark. ICAISC (1) 2018: 514-523 - [c42]Krzysztof Jurczuk, Daniel Reska, Marek Kretowski:
What Are the Limits of Evolutionary Induction of Decision Trees? PPSN (2) 2018: 461-473 - 2017
- [j18]Daniel Reska, Cezary Boldak, Marek Kretowski:
Towards multi-stage texture-based active contour image segmentation. Signal Image Video Process. 11(5): 809-816 (2017) - [j17]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) - [c41]Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski:
GPU-Accelerated Evolutionary Induction of Regression Trees. TPNC 2017: 87-99 - 2016
- [j16]Marcin Czajkowski, Marek Kretowski:
The role of decision tree representation in regression problems - An evolutionary perspective. Appl. Soft Comput. 48: 458-475 (2016) - [j15]Marcin Czajkowski, Anna Czajkowska, Marek Kretowski:
TIGER: an evolutionary search for Top Inter-GEne Relations. Int. J. Data Min. Bioinform. 16(2): 170-182 (2016) - [c40]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: 116-128 - [c39]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
Hybrid Parallelization of Evolutionary Model Tree Induction. ICAISC (1) 2016: 370-379 - [c38]Marcin Czajkowski, Marek Kretowski:
A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study. TPNC 2016: 85-96 - 2015
- [j14]Marcin Czajkowski, Monika Czerwonka, Marek Kretowski:
Cost-sensitive Global Model Trees applied to loan charge-off forecasting. Decis. Support Syst. 74: 57-66 (2015) - [c37]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: 255-266 - [c36]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation. ICAISC (1) 2015: 340-349 - [c35]Daniel Reska, Cezary Boldak, Marek Kretowski:
Toward Texture-Based 3D Level Set Image Segmentation. IP&C 2015: 205-211 - [c34]Krzysztof Jurczuk, Dariusz Murawski, Marek Kretowski, Johanne Bézy-Wendling:
GPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures. PPAM (1) 2015: 389-398 - 2014
- [j13]Marcin Czajkowski, Marek Grzes, Marek Kretowski:
Multi-test decision tree and its application to microarray data classification. Artif. Intell. Medicine 61(1): 35-44 (2014) - [j12]Marcin Czajkowski, Marek Kretowski:
Evolutionary induction of global model trees with specialized operators and memetic extensions. Inf. Sci. 288: 153-173 (2014) - [j11]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): 2191-2209 (2014) - [c33]Daniel Reska, Cezary Boldak, Marek Kretowski:
A Texture-Based Energy for Active Contour Image Segmentation. IP&C 2014: 187-194 - 2013
- [j10]Marcin Czajkowski, Marek Kretowski:
An evolutionary algorithm for global induction of regression and model trees. Int. J. Data Min. Model. Manag. 5(3): 261-276 (2013) - [c32]Dorota Duda, Marek Kretowski, Johanne Bézy-Wendling:
Effect of Slice Thickness on Texture-Based Classification of Liver Dynamic CT Scans. CISIM 2013: 96-107 - [c31]Marcin Czajkowski, Marek Kretowski:
Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis. EuroGP 2013: 229-240 - [c30]Marcin Czajkowski, Marek Kretowski:
Global Induction of Oblique Model Trees: An Evolutionary Approach. ICAISC (2) 2013: 1-11 - [c29]Marcin Czajkowski, Monika Czerwonka, Marek Kretowski:
Cost-Sensitive Extensions for Global Model Trees: Application in Loan Charge-Off Forecasting. ICSS 2013: 315-324 - [c28]Daniel Reska, Cezary Boldak, Marek Kretowski:
A Distributed Approach for Development of Deformable Model-Based Segmentation Methods. IP&C 2013: 21-28 - 2012
- [c27]Marcin Czajkowski, Marek Kretowski:
Does Memetic Approach Improve Global Induction of Regression and Model Trees? ICAISC (SIDE-EC) 2012: 174-181 - [c26]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: 812-815 - 2011
- [j9]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): 668-672 (2011) - [c25]Marcin Czajkowski, Marek Grzes, Marek Kretowski:
Multi-Test Decision Trees for Gene Expression Data Analysis. SIIS 2011: 154-167 - [c24]Marcin Czajkowski, Marek Kretowski:
An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models. ISMIS 2011: 230-239 - [c23]Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling:
Hierarchical Parallel Approach in Vascular Network Modeling - Hybrid MPI+OpenMP Implementation. PPAM (1) 2011: 376-385 - 2010
- [j8]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): 699-707 (2010) - [c22]Marek Kretowski, Marcin Czajkowski:
An Evolutionary Algorithm for Global Induction of Regression Trees. ICAISC (2) 2010: 157-164 - [c21]Marcin Czajkowski, Marek Kretowski:
Globally Induced Model Trees: An Evolutionary Approach. PPSN (1) 2010: 324-333
2000 – 2009
- 2009
- [c20]Muriel Mescam, Marek Kretowski, Johanne Bézy-Wendling:
Texture-Based Characterization of Arterialization in Simulated MRI of Hypervascularized Liver Tumors. ISBI 2009: 93-96 - [c19]Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling:
Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster. PPAM (1) 2009: 289-298 - [r1]Marek Kretowski:
Global Induction of Decision Trees. Encyclopedia of Data Warehousing and Mining 2009: 937-942 - 2008
- [j7]Johanne Bézy-Wendling, Marek Kretowski:
Physiological modeling of tumor-affected renal circulation. Comput. Methods Programs Biomed. 91(1): 1-12 (2008) - [c18]Marek Kretowski, Piotr Popczynski:
Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution. ICAISC 2008: 426-437 - [c17]Krzysztof Jurczuk, Marek Kretowski:
Parallel Implementation of Vascular Network Modeling. ICCS (1) 2008: 679-688 - [c16]Marcin Czajkowski, Marek Kretowski:
Novel Extension of k-TSP Algorithm for Microarray Classification. IEA/AIE 2008: 456-465 - [c15]Marek Kretowski:
A Memetic Algorithm for Global Induction of Decision Trees. SOFSEM 2008: 531-540 - 2007
- [j6]Marek Kretowski, Marek Grzes:
Evolutionary Induction of Mixed Decision Trees. Int. J. Data Warehous. Min. 3(4): 68-82 (2007) - [j5]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): 538-542 (2007) - [c14]Marek Kretowski, Marek Grzes:
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization. ICANNGA (1) 2007: 1-10 - [c13]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: 1272-1275 - 2006
- [c12]Marek Kretowski, Marek Grzes:
Mixed Decision Trees: An Evolutionary Approach. DaWaK 2006: 260-269 - [c11]Marek Kretowski, Marek Grzes:
Evolutionary Learning of Linear Trees with Embedded Feature Selection. ICAISC 2006: 400-409 - [c10]Marek Kretowski, Marek Grzes:
Evolutionary Induction of Cost-Sensitive Decision Trees. ISMIS 2006: 121-126 - 2005
- [c9]Marek Kretowski, Marek Grzes:
Global Induction of Oblique Decision Trees: An Evolutionary Approach. Intelligent Information Systems 2005: 309-318 - [p1]Marek Kretowski, Marek Grzes:
Global learning of decision trees by an evolutionary algorithm. Information Processing and Security Systems 2005: 401-410 - 2004
- [c8]Marek Kretowski:
An Evolutionary Algorithm for Oblique Decision Tree Induction. ICAISC 2004: 432-437 - [c7]Marek Kretowski, Pierrick Coupé, Johanne Bézy-Wendling:
Modeling of Tumor Conspicuity In Hepatic CT Images: Combined Compartment and Vascular Models. ISBI 2004: 444-447 - [c6]Dorota Duda, Marek Kretowski, Johanne Bézy-Wendling:
Texture-Based Classification of Hepatic Primary Tumors in Multiphase CT. MICCAI (2) 2004: 1050-1051 - 2003
- [j4]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): 77-89 (2003) - [j3]Marek Kretowski, Yan Rolland, Johanne Bézy-Wendling, Jean-Louis Coatrieux:
Fast algorithm for 3-D vascular tree modeling. Comput. Methods Programs Biomed. 70(2): 129-136 (2003) - [j2]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): 248-257 (2003) - 2002
- [c5]Johanne Bézy-Wendling, Marek Kretowski:
Modeling hepatic enhancement in computer tomography for texture interpretation. ISBI 2002: 141-144 - 2001
- [j1]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): 120-123 (2001) - [c4]Wojciech Kwedlo, Marek Kretowski:
An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning. ECML 2001: 288-299 - 2000
- [c3]Leon Bobrowski, Marek Kretowski:
Induction of Multivariate Decision Trees by Using Dipolar Criteria. PKDD 2000: 331-336
1990 – 1999
- 1999
- [c2]Wojciech Kwedlo, Marek Kretowski:
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction. PKDD 1999: 392-397 - 1998
- [c1]Wojciech Kwedlo, Marek Kretowski:
Discovery of Decision Rules from Databases: An Evolutionary Approach. PKDD 1998: 370-378
Coauthor Index
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last updated on 2024-11-20 21:57 CET by the dblp team
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