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ORCIDMarek Kretowski
- > Home > Persons > Marek Kretowski
Publications
- 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) - [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
- [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 - 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 - [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
- [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
- [c39]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
Hybrid Parallelization of Evolutionary Model Tree Induction. ICAISC (1) 2016: 370-379 - 2015
- [c36]Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski:
A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation. ICAISC (1) 2015: 340-349 - [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
- [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) - 2012
- [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) - [c23]Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling:
Hierarchical Parallel Approach in Vascular Network Modeling - Hybrid MPI+OpenMP Implementation. PPAM (1) 2011: 376-385 - 2009
- [c19]Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling:
Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster. PPAM (1) 2009: 289-298 - 2008
- [c17]Krzysztof Jurczuk, Marek Kretowski:
Parallel Implementation of Vascular Network Modeling. ICCS (1) 2008: 679-688 - 2007
- [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
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