Krzysztof Jurczuk

Future Gener. Comput. Syst., 2024

2023

Steering the interpretability of decision trees using lasso regression - an evolutionary perspective.

[BibT_eX]

[DOI]

Inf. Sci., August, 2023

Hierarchical Relative Expression Analysis in Multi-omics Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2023, 2023

From Random Forest to an interpretable decision tree - An evolutionary approach.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

GPU-based acceleration of evolutionary induction of model trees.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

Compact In-Memory Representation of Decision Trees in GPU-Accelerated Evolutionary Induction.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2022

2021

Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2021

Multi-GPU approach to global induction of classification trees for large-scale data mining.

[BibT_eX]

[DOI]

Appl. Intell., 2021

Understanding evolutionary induction of decision trees: a multi-tree repository approach.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Generic Relative Relations in Hierarchical Gene Expression Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Tree Based Advanced Relative Expression Analysis.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Accelerating GPU-based Evolutionary Induction of Decision Trees - Fitness Evaluation Reuse.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2019

Relative Expression Classification Tree. A Preliminary GPU-Based Implementation.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2019

Multi-GPU approach for big data mining: global induction of decision trees.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jean-Jacques Bellanger

Hervé Saint-Jalmes

Yan Rolland

Pierre-Antoine Eliat

Medical Biol. Eng. Comput., 2018

GPU-based computational modeling of magnetic resonance imaging of vascular structures.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2018

What Are the Limits of Evolutionary Induction of Decision Trees?

[BibT_eX]

[DOI]

Daniel Reska

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Evolutionary Induction of Classification Trees on Spark.

[BibT_eX]

[DOI]

Daniel Reska

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

Evolutionary induction of a decision tree for large-scale data: a GPU-based approach.

[BibT_eX]

[DOI]

Soft Comput., 2017

GPU-Accelerated Evolutionary Induction of Regression Trees.

[BibT_eX]

[DOI]

Proceedings of the Theory and Practice of Natural Computing - 6th International Conference, 2017

2016

Hybrid Parallelization of Evolutionary Model Tree Induction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015

GPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures.

[BibT_eX]

[DOI]

Dariusz Murawski

Proceedings of the Parallel Processing and Applied Mathematics, 2015

A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014

In Silico Modeling of Magnetic Resonance Flow Imaging in Complex Vascular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

2012

A new approach in combined modeling of MRI and blood flow: A preliminary study.

[BibT_eX]

[DOI]

Pierre-Antoine Eliat

Jean-Jacques Bellanger

Hervé Saint-Jalmes

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.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2011

Hierarchical Parallel Approach in Vascular Network Modeling - Hybrid MPI+OpenMP Implementation.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2011

2009

Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2009

2008

Parallel Implementation of Vascular Network Modeling.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2008

2007

Simulation of Hepatocellular Carcinoma in MRI by Combined Macrovascular and Pharmacokinetic Models.

[BibT_eX]

[DOI]