Krzysztof Jurczuk
Orcid: 0000-0001-6469-1769
According to our database1,
Krzysztof Jurczuk
authored at least 30 papers
between 2007 and 2023.
Collaborative distances:
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Bibliography
2023
Steering the interpretability of decision trees using lasso regression - an evolutionary perspective.
Inf. Sci., August, 2023
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
2022
Appl. Soft Comput., 2022
Compact In-Memory Representation of Decision Trees in GPU-Accelerated Evolutionary Induction.
Proceedings of the Parallel Processing and Applied Mathematics, 2022
2021
Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees.
Int. J. High Perform. Comput. Appl., 2021
Multi-GPU approach to global induction of classification trees for large-scale data mining.
Appl. Intell., 2021
Understanding evolutionary induction of decision trees: a multi-tree repository approach.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the Computational Science - ICCS 2020, 2020
2019
Accelerating GPU-based Evolutionary Induction of Decision Trees - Fitness Evaluation Reuse.
Proceedings of the Parallel Processing and Applied Mathematics, 2019
Proceedings of the Parallel Processing and Applied Mathematics, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Towards a patient-specific hepatic arterial modeling for microspheres distribution optimization in SIRT protocol.
Medical Biol. Eng. Comput., 2018
GPU-based computational modeling of magnetic resonance imaging of vascular structures.
Int. J. High Perform. Comput. Appl., 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Artificial Intelligence and Soft Computing, 2018
2017
Evolutionary induction of a decision tree for large-scale data: a GPU-based approach.
Soft Comput., 2017
Proceedings of the Theory and Practice of Natural Computing - 6th International Conference, 2017
2016
Proceedings of the Artificial Intelligence and Soft Computing, 2016
2015
Proceedings of the Parallel Processing and Applied Mathematics, 2015
A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation.
Proceedings of the Artificial Intelligence and Soft Computing, 2015
2014
IEEE Trans. Medical Imaging, 2014
2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Vascular System Modeling in Parallel Environment - Distributed and Shared Memory Approaches.
IEEE Trans. Inf. Technol. Biomed., 2011
Hierarchical Parallel Approach in Vascular Network Modeling - Hybrid MPI+OpenMP Implementation.
Proceedings of the Parallel Processing and Applied Mathematics, 2011
2009
Proceedings of the Parallel Processing and Applied Mathematics, 2009
2008
Proceedings of the Computational Science, 2008
2007
Simulation of Hepatocellular Carcinoma in MRI by Combined Macrovascular and Pharmacokinetic Models.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007