Marek Kretowski

According to our database1, Marek Kretowski authored at least 69 papers between 1998 and 2019.

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

Timeline

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Bibliography

2019
A multi-objective evolutionary approach to Pareto-optimal model trees.
Soft Comput., 2019

Decision tree underfitting in mining of gene expression data. An evolutionary multi-test tree approach.
Expert Syst. Appl., 2019

Multi-GPU approach for big data mining: global induction of decision trees.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Relative evolutionary hierarchical analysis for gene expression data classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018
Towards a patient-specific hepatic arterial modeling for microspheres distribution optimization in SIRT protocol.
Med. Biol. Engineering and Computing, 2018

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

Towards multi-stage texture-based active contour image segmentation.
Signal, Image and Video Processing, 2017

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

2016
TIGER: an evolutionary search for Top Inter-GEne Relations.
IJDMB, 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

Hybrid Parallelization of Evolutionary Model Tree Induction.
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
Cost-sensitive Global Model Trees applied to loan charge-off forecasting.
Decision Support Systems, 2015

GPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures.
Proceedings of the Parallel Processing and Applied Mathematics, 2015

Toward Texture-Based 3D Level Set Image Segmentation.
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
In Silico Modeling of Magnetic Resonance Flow Imaging in Complex Vascular Networks.
IEEE Trans. Med. Imaging, 2014

Evolutionary induction of global model trees with specialized operators and memetic extensions.
Inf. Sci., 2014

Multi-test decision tree and its application to microarray data classification.
Artificial Intelligence in Medicine, 2014

A Texture-Based Energy for Active Contour Image Segmentation.
Proceedings of the Image Processing and Communications Challenges 6, 2014

2013
An evolutionary algorithm for global induction of regression and model trees.
IJDMMM, 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

Global Induction of Oblique Model Trees: An Evolutionary Approach.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis.
Proceedings of the Genetic Programming - 16th European Conference, 2013

Effect of Slice Thickness on Texture-Based Classification of Liver Dynamic CT Scans.
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.
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?
Proceedings of the Swarm and Evolutionary Computation, 2012

2011
Vascular System Modeling in Parallel Environment - Distributed and Shared Memory Approaches.
IEEE Trans. Information Technology in Biomedicine, 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

Multi-Test Decision Trees for Gene Expression Data Analysis.
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. Med. Imaging, 2010

Globally Induced Model Trees: An Evolutionary Approach.
Proceedings of the Parallel Problem Solving from Nature, 2010

An Evolutionary Algorithm for Global Induction of Regression Trees.
Proceedings of the Artifical Intelligence and Soft Computing, 2010

2009
Global Induction of Decision Trees.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster.
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
Physiological modeling of tumor-affected renal circulation.
Computer Methods and Programs in Biomedicine, 2008

A Memetic Algorithm for Global Induction of Decision Trees.
Proceedings of the SOFSEM 2008: Theory and Practice of Computer Science, 2008

Novel Extension of k-TSP Algorithm for Microarray Classification.
Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

Parallel Implementation of Vascular Network Modeling.
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. Engineering, 2007

Evolutionary Induction of Mixed Decision Trees.
IJDWM, 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

Evolutionary Induction of Decision Trees for Misclassification Cost Minimization.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006
Evolutionary Induction of Cost-Sensitive Decision Trees.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Evolutionary Learning of Linear Trees with Embedded Feature Selection.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Mixed Decision Trees: An Evolutionary Approach.
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005
Global Induction of Oblique Decision Trees: An Evolutionary Approach.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

Global learning of decision trees by an evolutionary algorithm.
Proceedings of the Information Processing and Security Systems., 2005

2004
Texture-Based Classification of Hepatic Primary Tumors in Multiphase CT.
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

An Evolutionary Algorithm for Oblique Decision Tree Induction.
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. Med. Imaging, 2003

Fast algorithm for 3-D vascular tree modeling.
Computer Methods and Programs in Biomedicine, 2003

Hepatic tumor enhancement in computed tomography: combined models of liver perfusion and dynamic imaging.
Comp. in Bio. and Med., 2003

2002
Modeling hepatic enhancement in computer tomography for texture interpretation.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Toward a better understanding of texture in vascular CT scan simulated images.
IEEE Trans. Biomed. Engineering, 2001

An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning.
Proceedings of the Machine Learning: EMCL 2001, 2001

2000
Induction of Multivariate Decision Trees by Using Dipolar Criteria.
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
Discovery of Decision Rules from Databases: An Evolutionary Approach.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998


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