Experiments with Lazy Evaluation of Classification Decision Trees Made with Genetic Programming

Proceedings of the 9th International Joint Conference on Computational Intelligence ◽

10.5220/0006515203480353 ◽

2017 ◽

Author(s):

Sašo Karakatič ◽

Marjan Heričko ◽

Vili Podgorelec

Keyword(s):

Genetic Programming ◽

Decision Trees ◽

Lazy Evaluation

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Improving Genetic Programming for Classification with Lazy Evaluation and Dynamic Weighting

Studies in Computational Intelligence - Computational Intelligence ◽

10.1007/978-3-030-16469-0_4 ◽

2019 ◽

pp. 63-75

Author(s):

Sašo Karakatič ◽

Marjan Heričko ◽

Vili Podgorelec

Keyword(s):

Genetic Programming ◽

Lazy Evaluation ◽

Dynamic Weighting

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Multi-objective Genetic Programming Optimization of Decision Trees for Classifying Medical Data

Lecture Notes in Computer Science - Knowledge-Based Intelligent Information and Engineering Systems ◽

10.1007/978-3-540-45224-9_42 ◽

2003 ◽

pp. 293-299 ◽

Author(s):

Ernest Muthomi Mugambi ◽

Andrew Hunter

Keyword(s):

Genetic Programming ◽

Decision Trees ◽

Medical Data ◽

Multi Objective

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A multi-objective genetic programming approach to developing Pareto optimal decision trees

Decision Support Systems ◽

10.1016/j.dss.2006.12.011 ◽

2007 ◽

Vol 43 (3) ◽

pp. 809-826 ◽

Author(s):

Huimin Zhao

Keyword(s):

Genetic Programming ◽

Decision Trees ◽

Optimal Decision ◽

Programming Approach ◽

Pareto Optimal ◽

Multi Objective

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Learning acyclic decision trees with Functional Dependency Network and MDL Genetic Programming

10.1109/iccgi.2006.46 ◽

2006 ◽

Author(s):

Wing-Ho Shum ◽

Kwong-Sak Leung ◽

Man-Leung Wong

Keyword(s):

Genetic Programming ◽

Decision Trees ◽

Functional Dependency ◽

Dependency Network

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Inductive genetic programming with decision trees

Intelligent Data Analysis ◽

10.1016/s1088-467x(98)00005-5 ◽

1998 ◽

Vol 2 (1-4) ◽

pp. 31-44 ◽

Author(s):

N NIKOLAEV ◽

V SLAVOV

Keyword(s):

Genetic Programming ◽

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Evolving combat algorithms to control space ships in a 2D space simulation game with co-evolution using genetic programming and decision trees

Proceedings of the 2008 GECCO conference companion on Genetic and evolutionary computation - GECCO '08 ◽

10.1145/1388969.1388995 ◽

2008 ◽

Author(s):

Tiago Francisco ◽

Gustavo Miguel Jorge dos Reis

Keyword(s):

Genetic Programming ◽

Decision Trees ◽

Simulation Game ◽

Control Space ◽

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Prudent alignment and crossover of decision trees in genetic programming

Genetic Programming and Evolvable Machines ◽

10.1007/s10710-015-9243-7 ◽

2015 ◽

Vol 16 (4) ◽

pp. 499-530 ◽

Author(s):

Matej Šprogar

Keyword(s):

Genetic Programming ◽

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Induction of decision trees using genetic programming for modelling ecotoxicity data: adaptive discretization of real-valued endpoints

SAR and QSAR in Environmental Research ◽

10.1080/10629360600933723 ◽

2006 ◽

Vol 17 (5) ◽

pp. 451-471 ◽

Author(s):

X. Z. Wang ◽

F. V. Buontempo ◽

A. Young ◽

D. Osborn

Keyword(s):

Genetic Programming ◽

Decision Trees ◽

Adaptive Discretization ◽

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Inductive Genetic Programming with Decision Trees

Intelligent Data Analysis ◽

10.3233/ida-1998-2104 ◽

1998 ◽

Vol 2 (1) ◽

pp. 31-44 ◽

Author(s):

Nikolay I. Nikolaev ◽

Vanio Slavov

Keyword(s):

Genetic Programming ◽

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Function approximations by coupling neural networks and genetic programming trees with oblique decision trees

Artificial Intelligence in Engineering ◽

10.1016/s0954-1810(98)00015-6 ◽

1999 ◽

Vol 13 (3) ◽

pp. 223-239 ◽

Author(s):

Y.-S. Yeun ◽

K.-H. Lee ◽

Y.-S. Yang

Keyword(s):

Neural Networks ◽

Genetic Programming ◽

Decision Trees ◽

Function Approximations

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