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Krzysztof Jurczuk
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Evolutionary induction of a decision tree for large-scale data: a GPU-based approach
K Jurczuk, M Czajkowski, M Kretowski
Soft Computing 21, 7363-7379, 2017
342017
Computational modeling of MR flow imaging by the lattice Boltzmann method and Bloch equation
K Jurczuk, M Kretowski, JJ Bellanger, PA Eliat, H Saint-Jalmes, ...
Magnetic resonance imaging 31 (7), 1163-1173, 2013
342013
A parallel approach for evolutionary induced decision trees. MPI+ OpenMP implementation
M Czajkowski, K Jurczuk, M Kretowski
Artificial Intelligence and Soft Computing: 14th International Conference …, 2015
192015
Towards a patient-specific hepatic arterial modeling for microspheres distribution optimization in SIRT protocol
C Simoncini, K Jurczuk, D Reska, S Esneault, JC Nunes, JJ Bellanger, ...
Medical & Biological Engineering & Computing 56, 515-529, 2018
182018
MESA: Complete approach for design and evaluation of segmentation methods using real and simulated tomographic images
D Reska, K Jurczuk, C Boldak, M Kretowski
Biocybernetics and Biomedical Engineering 34 (3), 146-158, 2014
172014
Multi-GPU approach to global induction of classification trees for large-scale data mining
K Jurczuk, M Czajkowski, M Kretowski
Applied Intelligence 51 (8), 5683-5700, 2021
152021
In silico modeling of magnetic resonance flow imaging in complex vascular networks
K Jurczuk, M Kretowski, PA Eliat, H Saint-Jalmes, J Bezy-Wendling
IEEE transactions on medical imaging 33 (11), 2191-2209, 2014
142014
Integration of solutions and services for multi-omics data analysis towards personalized medicine
D Reska, M Czajkowski, K Jurczuk, C Boldak, W Kwedlo, W Bauer, ...
biocybernetics and biomedical engineering 41 (4), 1646-1663, 2021
92021
Evolutionary induction of classification trees on spark
D Reska, K Jurczuk, M Kretowski
Artificial Intelligence and Soft Computing: 17th International Conference …, 2018
92018
Multi-GPU approach for big data mining: global induction of decision trees
K Jurczuk, M Czajkowski, M Kretowski
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
82019
Blood flow simulation in patient-specific segmented hepatic arterial tree
C Simoncini, Y Rolland, V Morgenthaler, K Jurczuk, H Saint-Jalmes, ...
Irbm 38 (3), 120-126, 2017
72017
Coupling texture analysis and physiological modeling for liver dynamic MRI interpretation
M Mescam, J Bezy-Wendling, M Kretowski, K Jurczuk, PA Eliat, D Olivié
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
72007
Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees
K Jurczuk, M Czajkowski, M Kretowski
The International Journal of High Performance Computing Applications 35 (1 …, 2021
62021
GPU-based acceleration of evolutionary induction of model trees
K Jurczuk, M Czajkowski, M Kretowski
Applied Soft Computing 119, 108503, 2022
52022
Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification
M Czajkowski, K Jurczuk, M Kretowski
Proceedings of the Genetic and Evolutionary Computation Conference, 946-954, 2021
52021
GPU-based computational modeling of magnetic resonance imaging of vascular structures
K Jurczuk, M Kretowski, J Bezy–Wendling
The International Journal of High Performance Computing Applications 32 (4 …, 2018
52018
What are the limits of evolutionary induction of decision trees?
K Jurczuk, D Reska, M Kretowski
Parallel Problem Solving from Nature–PPSN XV: 15th International Conference …, 2018
52018
Hybrid parallelization of evolutionary model tree induction
M Czajkowski, K Jurczuk, M Kretowski
Artificial Intelligence and Soft Computing: 15th International Conference …, 2016
52016
A new approach in combined modeling of MRI and blood flow: A preliminary study
K Jurczuk, M Kretowski, PA Eliat, JJ Bellanger, H Saint-Jalmes, ...
2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 812-815, 2012
52012
Vascular system modeling in parallel environment-distributed and shared memory approaches
K Jurczuk, M Kretowski, J Bezy-Wendling
IEEE Transactions on Information Technology in Biomedicine 15 (4), 668-672, 2011
52011
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Articles 1–20