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 | 34 | 2017 |
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 | 34 | 2013 |
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 | 19 | 2015 |
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 | 18 | 2018 |
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 | 17 | 2014 |
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 | 15 | 2021 |
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 | 14 | 2014 |
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 | 9 | 2021 |
Evolutionary induction of classification trees on spark D Reska, K Jurczuk, M Kretowski Artificial Intelligence and Soft Computing: 17th International Conference …, 2018 | 9 | 2018 |
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 | 8 | 2019 |
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 | 7 | 2017 |
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 | 7 | 2007 |
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 | 6 | 2021 |
GPU-based acceleration of evolutionary induction of model trees K Jurczuk, M Czajkowski, M Kretowski Applied Soft Computing 119, 108503, 2022 | 5 | 2022 |
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 | 5 | 2021 |
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 | 5 | 2018 |
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 | 5 | 2018 |
Hybrid parallelization of evolutionary model tree induction M Czajkowski, K Jurczuk, M Kretowski Artificial Intelligence and Soft Computing: 15th International Conference …, 2016 | 5 | 2016 |
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 | 5 | 2012 |
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 | 5 | 2011 |