An Effective Feature Selection Scheme for Healthcare Data Classification Using Binary Particle Swarm Optimization

Particle Swarm ◽

Data Classification ◽

Swarm Optimization ◽

Selection Scheme ◽

Healthcare Data

A Novel Feature Selection Approach based on Binary Particle Swarm Optimization and Ensemble Learning for Heterogeneous Defect Prediction

2021 3rd Asia Pacific Information Technology Conference ◽

10.1145/3449365.3449384 ◽

2021 ◽

Author(s):

Ruchika Malhotra ◽

Anmol Budhiraja ◽

Abhinav Kumar Singh ◽

Ishani Ghoshal

Keyword(s):

Feature Selection ◽

Ensemble Learning ◽

Particle Swarm ◽

Defect Prediction ◽

Swarm Optimization ◽

Selection Approach ◽

Feature Selection Approach ◽

Heterogeneous Defect Prediction

2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI) ◽

Feature selection based on niching particle swarm optimization for omics data classification

10.1109/ichci51889.2020.00036 ◽

2020 ◽

Author(s):

Zhao Xu ◽

Junshan Yang

Keyword(s):

Feature Selection ◽

Particle Swarm ◽

Data Classification ◽

Omics Data ◽

Swarm Optimization

Optimal Feature Selection based on Image Pre-processing using Accelerated Binary Particle Swarm Optimization for Enhanced Face Recognition

Procedia Engineering ◽

10.1016/j.proeng.2012.01.924 ◽

2012 ◽

Vol 30 ◽

pp. 750-758 ◽

Cited By ~ 8

Author(s):

M.U. Aneesh ◽

Abhishek A.K. Masand ◽

K. Manikantan

Keyword(s):

Feature Selection ◽

Face Recognition ◽

Particle Swarm ◽

Swarm Optimization ◽

Optimal Feature Selection ◽

Optimal Feature

Application of binary particle swarm optimization in feature selection for transient stability assessment

2011 International Conference on Electric Information and Control Engineering ◽

10.1109/iceice.2011.5778204 ◽

2011 ◽

Author(s):

Man Cao ◽

Yajun Wang

Keyword(s):

Feature Selection ◽

Transient Stability ◽

Particle Swarm ◽

Stability Assessment ◽

Swarm Optimization ◽

Selection For

Harmony Search and Nature Inspired Optimization Algorithms - Advances in Intelligent Systems and Computing ◽

Big Data Classification Using Scale-Free Binary Particle Swarm Optimization

10.1007/978-981-13-0761-4_109 ◽

2018 ◽

pp. 1177-1187 ◽

Cited By ~ 2

Author(s):

Sonu Lal Gupta ◽

Anurag Singh Baghel ◽

Asif Iqbal

Keyword(s):

Big Data ◽

Particle Swarm ◽

Data Classification ◽

Swarm Optimization ◽

Scale Free ◽

Big Data Classification

Using bidirectional Binary Particle Swarm Optimization for feature selection in feature-level fusion recognition system

2009 4th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2009.5138918 ◽

2009 ◽

Author(s):

Dawei Wang ◽

Wei Ge ◽

Yanjie Wang

Keyword(s):

Feature Selection ◽

Particle Swarm ◽

Recognition System ◽

Swarm Optimization ◽

Feature Level Fusion ◽

Level Fusion

Multi-label Feature Selection Algorithm via Maximizing Label Correlation-Aware Relevance and Minimizing Redundance with Mutation Binary Particle Swarm Optimization

10.1007/978-3-030-86534-4_25 ◽

2021 ◽

pp. 257-265

Author(s):

Xiaolin Zhu ◽

Yuanyuan Tao ◽

Jun Li ◽

Jianhua Xu

Keyword(s):

Feature Selection ◽

Particle Swarm ◽

Selection Algorithm ◽

Feature Selection Algorithm ◽

Swarm Optimization ◽

Label Correlation

Proceedings of the International Conference on ELECTRONICS, COMPUTERS and ARTIFICIAL INTELLIGENCE - ECAI-2013 ◽

Hybridization of discrete binary particle swarm optimization and invariant moments for dorsal hand vein feature selection

10.1109/ecai.2013.6636192 ◽

2013 ◽

Author(s):

Asmaa Merouane ◽

Sarah Benziane ◽

Pierre Boulet ◽

Abou El Hassan Benyamina ◽

Lakhdar Loukil

Keyword(s):

Feature Selection ◽

Particle Swarm ◽

Swarm Optimization ◽

Invariant Moments ◽

Dorsal Hand ◽

Hand Vein ◽

Dorsal Hand Vein

DIAGNOSIS OF SLEEP APNEA USING ARTIFICIAL NEURAL NETWORK AND BINARY PARTICLE SWARM OPTIMIZATION FOR FEATURE SELECTION

CHEST Journal ◽

10.1016/j.chest.2019.08.215 ◽

2019 ◽

Vol 156 (4) ◽

pp. A136

Author(s):

Salim Surani ◽

Alaa Sheta ◽

Hamza Turabieh ◽

Jangwoon Park ◽

Sunil Mathur ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Feature Selection ◽

Sleep Apnea ◽

Particle Swarm ◽

Swarm Optimization ◽

Artificial Neural

Bio-Inspired Feature Selection: An Improved Binary Particle Swarm Optimization Approach

IEEE Access ◽

10.1109/access.2020.2992752 ◽

2020 ◽

Vol 8 ◽

pp. 85989-86002 ◽

Cited By ~ 5

Author(s):

Bai Ji ◽

Xiaozheng Lu ◽

Geng Sun ◽

Wei Zhang ◽

Jiahui Li ◽

...

Keyword(s):

Feature Selection ◽

Particle Swarm ◽

Optimization Approach ◽

Swarm Optimization