Marek Kretowski

Future Gener. Comput. Syst., 2024

The Influence of Loss Function on Oblique Survival Tree Induction.

[BibT_eX]

[DOI]

Malgorzata Kretowska

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

Global Induction of Oblique Survival Trees.

[BibT_eX]

[DOI]

Malgorzata Kretowska

Proceedings of the Computational Science - ICCS 2024, 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

GPU-accelerated image segmentation based on level sets and multiple texture features.

[BibT_eX]

[DOI]

Multim. Tools Appl., 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

Multi-Resolution Texture-Based 3D Level Set Segmentation.

[BibT_eX]

[DOI]

IEEE Access, 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

A multi-objective evolutionary approach to Pareto-optimal model trees.

[BibT_eX]

[DOI]

Soft Comput., 2019

Decision tree underfitting in mining of gene expression data. An evolutionary multi-test tree approach.

[BibT_eX]

[DOI]

Expert Syst. Appl., 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

Relative evolutionary hierarchical analysis for gene expression data classification.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 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

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]

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

Evolutionary Induction of Classification Trees on Spark.

[BibT_eX]

[DOI]

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

Towards multi-stage texture-based active contour image segmentation.

[BibT_eX]

[DOI]

Signal Image Video Process., 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

TIGER: an evolutionary search for Top Inter-GEne Relations.

[BibT_eX]

[DOI]

Anna Czajkowska

Int. J. Data Min. Bioinform., 2016

The role of decision tree representation in regression problems - An evolutionary perspective.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the Theory and Practice of Natural Computing - 5th International Conference, 2016

Hybrid Parallelization of Evolutionary Model Tree Induction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2016

MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors.

[BibT_eX]

[DOI]

Noura Azzabou

Jacques D. de Certaines

Proceedings of the Computer Information Systems and Industrial Management, 2016

2015

Cost-sensitive Global Model Trees applied to loan charge-off forecasting.

[BibT_eX]

[DOI]

Monika Czerwonka

Decis. Support Syst., 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

Toward Texture-Based 3D Level Set Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Image Processing and Communications Challenges 7, 2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Noura Azzabou

Jacques D. de Certaines

Proceedings of the Computer Information Systems and Industrial Management, 2015

2014

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

Evolutionary induction of global model trees with specialized operators and memetic extensions.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Multi-test decision tree and its application to microarray data classification.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2014

A Texture-Based Energy for Active Contour Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Image Processing and Communications Challenges 6, 2014

2013

An evolutionary algorithm for global induction of regression and model trees.

[BibT_eX]

[DOI]

Int. J. Data Min. Model. Manag., 2013

A Distributed Approach for Development of Deformable Model-Based Segmentation Methods.

[BibT_eX]

[DOI]

Proceedings of the Image Processing and Communications Challenges 5, 2013

Cost-Sensitive Extensions for Global Model Trees: Application in Loan Charge-Off Forecasting.

[BibT_eX]

[DOI]

Monika Czerwonka

Proceedings of the Advances in Systems Science, 2013

Global Induction of Oblique Model Trees: An Evolutionary Approach.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2013

Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 16th European Conference, 2013

Effect of Slice Thickness on Texture-Based Classification of Liver Dynamic CT Scans.

[BibT_eX]

[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2013

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

Does Memetic Approach Improve Global Induction of Regression and Model Trees?

[BibT_eX]

[DOI]

Proceedings of the Swarm and Evolutionary Computation, 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

An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Multi-Test Decision Trees for Gene Expression Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Security and Intelligent Information Systems, 2011

2010

Multiscale Model of Liver DCE-MRI Towards a Better Understanding of Tumor Complexity.

[BibT_eX]

[DOI]

Muriel Mescam

IEEE Trans. Medical Imaging, 2010

Globally Induced Model Trees: An Evolutionary Approach.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

An Evolutionary Algorithm for Global Induction of Regression Trees.

[BibT_eX]

[DOI]

Proceedings of the Artifical Intelligence and Soft Computing, 2010

2009

Global Induction of Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2009

Texture-Based Characterization of Arterialization in Simulated MRI of Hypervascularized Liver Tumors.

[BibT_eX]

[DOI]

Muriel Mescam

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008

Physiological modeling of tumor-affected renal circulation.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2008

A Memetic Algorithm for Global Induction of Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the SOFSEM 2008: Theory and Practice of Computer Science, 2008

Novel Extension of k-TSP Algorithm for Microarray Classification.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

Parallel Implementation of Vascular Network Modeling.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2008

Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution.

[BibT_eX]

[DOI]

Piotr Popczynski

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.

[BibT_eX]

[DOI]

Pierrick Coupé

IEEE Trans. Biomed. Eng., 2007

Evolutionary Induction of Mixed Decision Trees.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2007

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

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Evolutionary Induction of Decision Trees for Misclassification Cost Minimization.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006

Evolutionary Induction of Cost-Sensitive Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Evolutionary Learning of Linear Trees with Embedded Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Mixed Decision Trees: An Evolutionary Approach.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005

Global Induction of Oblique Decision Trees: An Evolutionary Approach.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Processing and Web Mining, 2005

Global learning of decision trees by an evolutionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Security Systems., 2005

2004

Texture-Based Classification of Hepatic Primary Tumors in Multiphase CT.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Pierrick Coupé

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

An Evolutionary Algorithm for Oblique Decision Tree Induction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jean-Louis Coatrieux

IEEE Trans. Medical Imaging, 2003

Fast algorithm for 3-D vascular tree modeling.

[BibT_eX]

[DOI]

Jean-Louis Coatrieux

Comput. Methods Programs Biomed., 2003

Hepatic tumor enhancement in computed tomography: combined models of liver perfusion and dynamic imaging.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2003

2002

Modeling hepatic enhancement in computer tomography for texture interpretation.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001

Toward a better understanding of texture in vascular CT scan simulated images.

[BibT_eX]

[DOI]

W. Le Bidon

IEEE Trans. Biomed. Eng., 2001

An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning.

[BibT_eX]

[DOI]

Wojciech Kwedlo

Proceedings of the Machine Learning: EMCL 2001, 2001

2000

Induction of Multivariate Decision Trees by Using Dipolar Criteria.

[BibT_eX]

[DOI]

Leon Bobrowski

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

1999

An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction.

[BibT_eX]

[DOI]

Wojciech Kwedlo

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

1998

Discovery of Decision Rules from Databases: An Evolutionary Approach.

[BibT_eX]

[DOI]

Wojciech Kwedlo