Marek Kretowski
Orcid: 0000-0001-9175-2678
According to our database1,
Marek Kretowski
authored at least 84 papers
between 1998 and 2023.
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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
GPU-accelerated image segmentation based on level sets and multiple texture features.
Multim. Tools Appl., 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
Soft Comput., 2019
Decision tree underfitting in mining of gene expression data. An evolutionary multi-test tree approach.
Expert Syst. Appl., 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
Proceedings of the Genetic and Evolutionary Computation Conference, 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
Signal Image Video Process., 2017
Proceedings of the Theory and Practice of Natural Computing - 6th International Conference, 2017
2016
Int. J. Data Min. Bioinform., 2016
The role of decision tree representation in regression problems - An evolutionary perspective.
Appl. Soft Comput., 2016
A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study.
Proceedings of the Theory and Practice of Natural Computing - 5th International Conference, 2016
Proceedings of the Artificial Intelligence and Soft Computing, 2016
MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors.
Proceedings of the Computer Information Systems and Industrial Management, 2016
2015
Decis. Support Syst., 2015
Proceedings of the Parallel Processing and Applied Mathematics, 2015
Proceedings of the Image Processing and Communications Challenges 7, 2015
A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation.
Proceedings of the Artificial Intelligence and Soft Computing, 2015
MRI Texture Analysis for Differentiation Between Healthy and Golden Retriever Muscular Dystrophy Dogs at Different Phases of Disease Evolution.
Proceedings of the Computer Information Systems and Industrial Management, 2015
2014
IEEE Trans. Medical Imaging, 2014
Evolutionary induction of global model trees with specialized operators and memetic extensions.
Inf. Sci., 2014
Artif. Intell. Medicine, 2014
Proceedings of the Image Processing and Communications Challenges 6, 2014
2013
Int. J. Data Min. Model. Manag., 2013
A Distributed Approach for Development of Deformable Model-Based Segmentation Methods.
Proceedings of the Image Processing and Communications Challenges 5, 2013
Cost-Sensitive Extensions for Global Model Trees: Application in Loan Charge-Off Forecasting.
Proceedings of the Advances in Systems Science, 2013
Proceedings of the Artificial Intelligence and Soft Computing, 2013
Proceedings of the Genetic Programming - 16th European Conference, 2013
Proceedings of the Computer Information Systems and Industrial Management, 2013
2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Swarm and Evolutionary Computation, 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
An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011
Proceedings of the Security and Intelligent Information Systems, 2011
2010
Multiscale Model of Liver DCE-MRI Towards a Better Understanding of Tumor Complexity.
IEEE Trans. Medical Imaging, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Artifical Intelligence and Soft Computing, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the Parallel Processing and Applied Mathematics, 2009
Texture-Based Characterization of Arterialization in Simulated MRI of Hypervascularized Liver Tumors.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Comput. Methods Programs Biomed., 2008
Proceedings of the SOFSEM 2008: Theory and Practice of Computer Science, 2008
Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008
Proceedings of the Computational Science, 2008
Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution.
Proceedings of the Artificial Intelligence and Soft Computing, 2008
2007
Simulation of Biphasic CT Findings in Hepatic Cellular Carcinoma by a Two-Level Physiological Model.
IEEE Trans. Biomed. Eng., 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
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
2006
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006
Proceedings of the Artificial Intelligence and Soft Computing, 2006
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006
2005
Proceedings of the Intelligent Information Processing and Web Mining, 2005
Proceedings of the Information Processing and Security Systems., 2005
2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Modeling of Tumor Conspicuity In Hepatic CT Images: Combined Compartment and Vascular Models.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the Artificial Intelligence and Soft Computing, 2004
2003
Physiologically Based Modeling for Medical Image Analysis: Application to 3D Vascular Networks and CT Scan Modality.
IEEE Trans. Medical Imaging, 2003
Comput. Methods Programs Biomed., 2003
Hepatic tumor enhancement in computed tomography: combined models of liver perfusion and dynamic imaging.
Comput. Biol. Medicine, 2003
2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
IEEE Trans. Biomed. Eng., 2001
Proceedings of the Machine Learning: EMCL 2001, 2001
2000
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000
1999
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999
1998
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998