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List of works by Marcin Czajkowski

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

scientific article published in 2016

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

scientific article published in 2015

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

scientific article published on 26 November 2018

An Evolutionary Algorithm for Global Induction of Regression Trees

scientific article published in 2010

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

scientific article published in 2011

An evolutionary algorithm for global induction of regression and model trees

scientific article published in 2013

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

scientific article published in 2014

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

scientific article published in June 2015

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

scientific article published in 2012

Evolutionary Algorithms for Global Decision Tree Induction

scholarly article

Evolutionary approach for relative gene expression algorithms.

scientific article published on 23 March 2014

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

scientific article published on 22 August 2016

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

scientific article published in December 2014

GPU-Accelerated Evolutionary Induction of Regression Trees

scientific article published in 2017

Global Induction of Oblique Model Trees: An Evolutionary Approach

scientific article published in 2013

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

scientific article published in 2013

Globally Induced Model Trees: An Evolutionary Approach

scientific article published in 2010

Hybrid Parallelization of Evolutionary Model Tree Induction

scientific article published in 2016

Multi-Test Decision Trees for Gene Expression Data Analysis

scientific article published in 2012

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

scientific article published on 10 February 2014

Novel Extension of k − TSP Algorithm for Microarray Classification

TIGER: an evolutionary search for Top Inter-GEne Relations

scientific article published in 2016

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

scientific article published in November 2016

Top Scoring Pair Decision Tree for Gene Expression Data Analysis ⬇️

scientific article published on January 1, 2011

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