Feature selection with multi-objective genetic algorithm based on a hybrid filter and the symmetrical complementary coefficient

Applied Intelligence ◽

10.1007/s10489-020-02028-0 ◽

2020 ◽

Author(s):

Rui Zhang ◽

Zuoquan Zhang ◽

Di Wang ◽

Marui Du

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Hybrid Filter ◽

Multi Objective ◽

Multi Objective Genetic Algorithm

Download Full-text

Multi-Objective Genetic Algorithm for Feature Selection in a Protein Function Prediction Context

2018 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2018.8477981 ◽

2018 ◽

Author(s):

Bruno Cesar Dos Santos ◽

Cristiane Neri Nobre ◽

Luis Enrique Zarate

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Protein Function ◽

Protein Function Prediction ◽

Function Prediction ◽

Multi Objective ◽

Multi Objective Genetic Algorithm

Download Full-text

Multi-objective Genetic Algorithm Evaluation in Feature Selection

Lecture Notes in Computer Science - Evolutionary Multi-Criterion Optimization ◽

10.1007/978-3-642-19893-9_32 ◽

2011 ◽

pp. 462-476 ◽

Author(s):

Newton Spolaôr ◽

Ana Carolina Lorena ◽

Huei Diana Lee

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Multi Objective ◽

Algorithm Evaluation ◽

Multi Objective Genetic Algorithm

Download Full-text

A multi-objective genetic algorithm for simultaneous model and feature selection for support vector machines

Artificial Intelligence Review ◽

10.1007/s10462-017-9543-9 ◽

2017 ◽

Vol 50 (2) ◽

pp. 261-281 ◽

Author(s):

Amal Bouraoui ◽

Salma Jamoussi ◽

Yassine BenAyed

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Support Vector Machines ◽

Support Vector ◽

Multi Objective ◽

Multi Objective Genetic Algorithm ◽

Vector Machines ◽

Selection For ◽

Simultaneous Model

Download Full-text

A Lexicographic Multi-Objective Genetic Algorithm for Multi-Label Correlation Based Feature Selection

Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference - GECCO Companion '15 ◽

10.1145/2739482.2768448 ◽

2015 ◽

Author(s):

Suwimol Jungjit ◽

Alex Freitas

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Multi Objective ◽

Multi Objective Genetic Algorithm ◽

Correlation Based Feature Selection ◽

Label Correlation

Download Full-text

Simultaneous feature selection and clustering for categorical features using multi objective genetic algorithm

2012 12th International Conference on Hybrid Intelligent Systems (HIS) ◽

10.1109/his.2012.6421332 ◽

2012 ◽

Author(s):

Dipankar Dutta ◽

Paramartha Dutta ◽

Jaya Sil

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Multi Objective ◽

Multi Objective Genetic Algorithm

Download Full-text

Simultaneous feature selection and clustering with mixed features by multi objective genetic algorithm

International Journal of Hybrid Intelligent Systems ◽

10.3233/his-130182 ◽

2013 ◽

Vol 11 (1) ◽

pp. 41-54 ◽

Author(s):

Dipankar Dutta ◽

Paramartha Dutta ◽

Jaya Sil

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Multi Objective ◽

Multi Objective Genetic Algorithm ◽

Download Full-text

Feature selection in cancer microarray data using multi-objective genetic algorithm combined with correlation coefficient

2016 International Conference on Emerging Technological Trends (ICETT) ◽

10.1109/icett.2016.7873741 ◽

2016 ◽

Author(s):

Abul Hasnat ◽

Azhar Uddin Molla

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Correlation Coefficient ◽

Microarray Data ◽

Multi Objective ◽

Multi Objective Genetic Algorithm

Download Full-text

A multi-objective genetic algorithm for text feature selection using the relative discriminative criterion

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113276 ◽

2020 ◽

Vol 149 ◽

pp. 113276 ◽

Author(s):

Mahdieh Labani ◽

Parham Moradi ◽

Mahdi Jalili

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Multi Objective ◽

Multi Objective Genetic Algorithm ◽

Download Full-text

Hybridization between multi-objective genetic algorithm and support vector machine for feature selection in walker-assisted gait

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2013.12.005 ◽

2014 ◽

Vol 113 (3) ◽

pp. 736-748 ◽

Author(s):

Maria Martins ◽

Lino Costa ◽

Anselmo Frizera ◽

Ramón Ceres ◽

Cristina Santos

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Support Vector ◽

Multi Objective ◽

Multi Objective Genetic Algorithm

Download Full-text

Document Clustering using Multi-objective Genetic Algorithm with Different Feature Selection Methods

Proceedings of the International Workshop on Semantic Interoperability ◽

10.5220/0003351401010110 ◽

2011 ◽

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Document Clustering ◽

Selection Methods ◽

Multi Objective ◽

Multi Objective Genetic Algorithm

Download Full-text