Krzysztof Jurczuk

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Gene Expression

Computational Model

Top Venues

Int. J. High Perform. Comput. Appl.

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)
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)
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)
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, Krzysztof Jurczuk, Marek Kretowski
Relative Expression Classification Tree. A Preliminary GPU-Based Implementation. PPAM (1) (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)
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)
Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
Hybrid Parallelization of Evolutionary Model Tree Induction. ICAISC (1) (2016)
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)
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)
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)
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)
Krzysztof Jurczuk, Marek Kretowski, Johanne Bézy-Wendling
Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster. PPAM (1) (2009)
Krzysztof Jurczuk, Marek Kretowski
Parallel Implementation of Vascular Network Modeling. ICCS (1) (2008)
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)