A Differential Evolution Approach to Feature Selection and Instance Selection

PRICAI 2016: Trends in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-319-42911-3_49 ◽

2016 ◽

pp. 588-602 ◽

Cited By ~ 7

Author(s):

Jiaheng Wang ◽

Bing Xue ◽

Xiaoying Gao ◽

Mengjie Zhang

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Instance Selection ◽

Evolution Approach

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A self-adaptive weighted differential evolution approach for large-scale feature selection

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107633 ◽

2021 ◽

pp. 107633

Author(s):

Xubin Wang ◽

Yunhe Wang ◽

Ka-Chun Wong ◽

Xiangtao Li

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Large Scale ◽

Scale Feature ◽

Evolution Approach ◽

Self Adaptive

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A new multi-objective differential evolution approach for simultaneous clustering and feature selection

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2019.103307 ◽

2020 ◽

Vol 87 ◽

pp. 103307 ◽

Cited By ~ 5

Author(s):

Emrah Hancer

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Multi Objective ◽

Evolution Approach

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A differential evolution approach for simultaneous clustering and feature selection

2018 International Conference on Artificial Intelligence and Data Processing (IDAP) ◽

10.1109/idap.2018.8620878 ◽

2018 ◽

Cited By ~ 2

Author(s):

Emrah Hancer

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Evolution Approach

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Multi-objective Feature Selection in Classification: A Differential Evolution Approach

Lecture Notes in Computer Science - Simulated Evolution and Learning ◽

10.1007/978-3-319-13563-2_44 ◽

2014 ◽

pp. 516-528 ◽

Cited By ~ 18

Author(s):

Bing Xue ◽

Wenlong Fu ◽

Mengjie Zhang

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Multi Objective ◽

Evolution Approach

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Wrapper-based feature selection via differential evolution: benchmarking different discretisation techniques

2020 International Conference on Smart Systems and Technologies (SST) ◽

10.1109/sst49455.2020.9263700 ◽

2020 ◽

Author(s):

Bruno Zoric ◽

Drazen Bajer ◽

Mario Dudjak

Keyword(s):

Feature Selection ◽

Differential Evolution

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GP-based Feature Selection and Weighted KNN-based Instance Selection for Symbolic Regression with Incomplete Data

2020 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci47803.2020.9308382 ◽

2020 ◽

Author(s):

Baligh Al-Helali ◽

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Feature Selection ◽

Incomplete Data ◽

Symbolic Regression ◽

Instance Selection ◽

Selection For

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Enhancing Medical Images Using Altered Differential Evolution Approach

2020 30th International Conference on Computer Theory and Applications (ICCTA) ◽

10.1109/iccta52020.2020.9477677 ◽

2020 ◽

Author(s):

Meera Ramadas ◽

Ajith Abraham

Keyword(s):

Differential Evolution ◽

Medical Images ◽

Evolution Approach

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An easy‐to‐implement differential evolution approach for multi‐objective optimizations

Engineering Computations ◽

10.1108/02644400610644504 ◽

2006 ◽

Vol 23 (2) ◽

pp. 124-138 ◽

Cited By ~ 9

Author(s):

Hui‐Yuan Fan ◽

Jouni Lampinen ◽

Yeshayahou Levy

Keyword(s):

Differential Evolution ◽

Multi Objective ◽

Evolution Approach

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Variable structure control optimized by differential evolution approach applied to continuous stirred tank reactor

Chemical Engineering Research and Design ◽

10.1016/j.cherd.2015.05.020 ◽

2015 ◽

Vol 100 ◽

pp. 248-260 ◽

Cited By ~ 3

Author(s):

Leandro dos Santos Coelho ◽

Helon Vicente Hultmann Ayala ◽

Antonio Augusto Rodrigues Coelho

Keyword(s):

Differential Evolution ◽

Variable Structure Control ◽

Variable Structure ◽

Stirred Tank ◽

Continuous Stirred Tank Reactor ◽

Stirred Tank Reactor ◽

Structure Control ◽

Tank Reactor ◽

Continuous Stirred Tank ◽

Evolution Approach

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Unsupervised feature selection using an improved version of Differential Evolution

Expert Systems with Applications ◽

10.1016/j.eswa.2014.12.010 ◽

2015 ◽

Vol 42 (8) ◽

pp. 4042-4053 ◽

Cited By ~ 30

Author(s):

Tapas Bhadra ◽

Sanghamitra Bandyopadhyay

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Unsupervised Feature Selection

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