Multi-objective Particle Swarm Optimization for Feature Selection in Credit Scoring

Mining Data for Financial Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-66981-2_6 ◽

2021 ◽

pp. 68-76

Author(s):

Nikita Kozodoi ◽

Stefan Lessmann

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Credit Scoring ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective

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Multi-objective Particle Swarm Optimization: Theory, Literature Review, and Application in Feature Selection for Medical Diagnosis

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_9 ◽

2019 ◽

pp. 175-201

Author(s):

Maria Habib ◽

Ibrahim Aljarah ◽

Hossam Faris ◽

Seyedali Mirjalili

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Literature Review ◽

Medical Diagnosis ◽

Particle Swarm ◽

Optimization Theory ◽

Swarm Optimization ◽

Multi Objective ◽

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An Improved Multi-objective Particle Swarm Optimization with Adaptive Penalty Value for Feature Selection

Communications in Computer and Information Science - Bio-inspired Computing: Theories and Applications ◽

10.1007/978-981-15-3425-6_51 ◽

2020 ◽

pp. 649-661

Author(s):

Wentao Chen ◽

Fei Han

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective ◽

Adaptive Penalty

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Multi-objective particle swarm optimization with adaptive strategies for feature selection

Swarm and Evolutionary Computation ◽

10.1016/j.swevo.2021.100847 ◽

2021 ◽

Vol 62 ◽

pp. 100847

Author(s):

Fei Han ◽

Wen-Tao Chen ◽

Qing-Hua Ling ◽

Henry Han

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Adaptive Strategies ◽

Swarm Optimization ◽

Multi Objective

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A Feature Selection Algorithm to Intrusion Detection Based on Cloud Model and Multi-Objective Particle Swarm Optimization

2011 Fourth International Symposium on Computational Intelligence and Design ◽

10.1109/iscid.2011.147 ◽

2011 ◽

Author(s):

Liu-Hong Zhou ◽

Yan-Hua Liu ◽

Guo-Long Chen

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Intrusion Detection ◽

Cloud Model ◽

Particle Swarm ◽

Selection Algorithm ◽

Feature Selection Algorithm ◽

Swarm Optimization ◽

Multi Objective

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Fuzzy cost-based feature selection using interval multi-objective particle swarm optimization algorithm

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-169162 ◽

2016 ◽

Vol 31 (6) ◽

pp. 2807-2812 ◽

Author(s):

Yong Zhang ◽

Jianhua Zhang ◽

Yinan Guo ◽

Xiaoyan Sun

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective ◽

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Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach

IEEE Transactions on Cybernetics ◽

10.1109/tsmcb.2012.2227469 ◽

2013 ◽

Vol 43 (6) ◽

pp. 1656-1671 ◽

Author(s):

Bing Xue ◽

Mengjie Zhang ◽

Will N. Browne

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective

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Multi-Objective Particle Swarm Optimization-based Feature Selection for Face Recognition

Studies in Informatics and Control ◽

10.24846/v29i1y202010 ◽

2020 ◽

Vol 29 (1) ◽

pp. 99-109

Author(s):

Souad LARABI-MARIE-SAINTE ◽

Sanaa GHOUZALI

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Face Recognition ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective ◽

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Multi-Objective Particle Swarm Optimization Approach for Cost-Based Feature Selection in Classification

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2015.2476796 ◽

2017 ◽

Vol 14 (1) ◽

pp. 64-75 ◽

Author(s):

Yong Zhang ◽

Dun-wei Gong ◽

Jian Cheng

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Optimization Approach ◽

Swarm Optimization ◽

Multi Objective

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A novel multi-objective particle swarm optimization for comprehensible credit scoring

Soft Computing ◽

10.1007/s00500-018-3509-y ◽

2018 ◽

Vol 23 (18) ◽

pp. 9009-9023 ◽

Author(s):

Yan Guo ◽

Jing He ◽

Libo Xu ◽

Wei Liu

Keyword(s):

Particle Swarm Optimization ◽

Credit Scoring ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective

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A Design of a Simple Evolutionary Multi-objective Optimization Method Based on the Combined Use of Scalarization and Particle Swarm Optimization

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.132.42 ◽

2012 ◽

Vol 132 (1) ◽

pp. 42-52

Author(s):

Kazuaki Masuda ◽

Kazuaki Harada ◽

Kenzo Kurihara

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Optimization Method ◽

Multi Objective Optimization ◽

Swarm Optimization ◽

Multi Objective ◽

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