Krzysztof Jurczuk

Orcid: 0000-0001-6469-1769

According to our database1, Krzysztof Jurczuk authored at least 31 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Adaptive in-memory representation of decision trees for GPU-accelerated evolutionary induction.
Future Gener. Comput. Syst., 2024

2023
Steering the interpretability of decision trees using lasso regression - an evolutionary perspective.
Inf. Sci., August, 2023

Hierarchical Relative Expression Analysis in Multi-omics Data Classification.
Proceedings of the Computational Science - ICCS 2023, 2023

From Random Forest to an interpretable decision tree - An evolutionary approach.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022
GPU-based acceleration of evolutionary induction of model trees.
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
Generic Relative Relations in Hierarchical Gene Expression Data Classification.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Tree Based Advanced Relative Expression Analysis.
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

Relative Expression Classification Tree. A Preliminary GPU-Based Implementation.
Proceedings of the Parallel Processing and Applied Mathematics, 2019

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

What Are the Limits of Evolutionary Induction of Decision Trees?
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Evolutionary Induction of Classification Trees on Spark.
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

GPU-Accelerated Evolutionary Induction of Regression Trees.
Proceedings of the Theory and Practice of Natural Computing - 6th International Conference, 2017

2016
Hybrid Parallelization of Evolutionary Model Tree Induction.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015
GPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures.
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
In Silico Modeling of Magnetic Resonance Flow Imaging in Complex Vascular Networks.
IEEE Trans. Medical Imaging, 2014

2012
A new approach in combined modeling of MRI and blood flow: A preliminary study.
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
Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster.
Proceedings of the Parallel Processing and Applied Mathematics, 2009

2008
Parallel Implementation of Vascular Network Modeling.
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


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