Finding relevant clustering directions in high-dimensional data using Particle Swarm Optimization

Federico Marini; Beata Walczak

doi:10.1002/cem.1345

Finding relevant clustering directions in high-dimensional data using Particle Swarm Optimization

Journal of Chemometrics ◽

10.1002/cem.1345 ◽

2010 ◽

Vol 25 (7) ◽

pp. 366-374 ◽

Cited By ~ 6

Author(s):

Federico Marini ◽

Beata Walczak

Keyword(s):

Particle Swarm Optimization ◽

High Dimensional Data ◽

Particle Swarm ◽

High Dimensional ◽

Swarm Optimization

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A Crow Particle Swarm Optimization Algorithm with Deep Neural Network (CPSO-DNN) for High Dimensional Data Analysis

2020 International Conference on Communication and Signal Processing (ICCSP) ◽

10.1109/iccsp48568.2020.9182181 ◽

2020 ◽

Author(s):

Bibhuprasad Sahu ◽

Amrutanshu Panigrahi ◽

Sasmita Pani ◽

Shrabanee Swagatika ◽

Debabrata Singh ◽

...

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Data Analysis ◽

Optimization Algorithm ◽

Deep Neural Network ◽

Particle Swarm Optimization Algorithm ◽

High Dimensional Data ◽

Particle Swarm ◽

High Dimensional ◽

Swarm Optimization

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Feature Selection of High Dimensional Data by Adaptive Potential Particle Swarm Optimization

2019 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2019.8790366 ◽

2019 ◽

Cited By ~ 3

Author(s):

Xingyue Huang ◽

Yizhou Chi ◽

Yu Zhou

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

High Dimensional Data ◽

Particle Swarm ◽

High Dimensional ◽

Adaptive Potential ◽

Swarm Optimization ◽

Selection Of

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A Fast Hybrid Feature Selection Based on Correlation-Guided Clustering and Particle Swarm Optimization for High-Dimensional Data

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3061152 ◽

2021 ◽

pp. 1-14

Author(s):

Xian-Fang Song ◽

Yong Zhang ◽

Dun-Wei Gong ◽

Xiao-Zhi Gao

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

High Dimensional Data ◽

Particle Swarm ◽

High Dimensional ◽

Swarm Optimization ◽

Guided Clustering

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Multi-view ensemble learning using multi-objective particle swarm optimization for high dimensional data classification

Journal of King Saud University - Computer and Information Sciences ◽

10.1016/j.jksuci.2021.08.029 ◽

2021 ◽

Author(s):

Vipin Kumar ◽

Prem Shankar Singh Aydav ◽

Sonajharia Minz

Keyword(s):

Particle Swarm Optimization ◽

Ensemble Learning ◽

High Dimensional Data ◽

Particle Swarm ◽

Data Classification ◽

High Dimensional ◽

Swarm Optimization ◽

Multi Objective

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Particle swarm optimization-based automatic parameter selection for deep neural networks and its applications in large-scale and high-dimensional data

PLoS ONE ◽

10.1371/journal.pone.0188746 ◽

2017 ◽

Vol 12 (12) ◽

pp. e0188746 ◽

Cited By ~ 18

Author(s):

Fei Ye

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Large Scale ◽

Deep Neural Networks ◽

High Dimensional Data ◽

Particle Swarm ◽

Parameter Selection ◽

High Dimensional ◽

Swarm Optimization ◽

Selection For

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Variable-Size Cooperative Coevolutionary Particle Swarm Optimization for Feature Selection on High-Dimensional Data

IEEE Transactions on Evolutionary Computation ◽

10.1109/tevc.2020.2968743 ◽

2020 ◽

Vol 24 (5) ◽

pp. 882-895 ◽

Cited By ~ 24

Author(s):

Xian-Fang Song ◽

Yong Zhang ◽

Yi-Nan Guo ◽

Xiao-Yan Sun ◽

Yong-Li Wang

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

High Dimensional Data ◽

Particle Swarm ◽

High Dimensional ◽

Variable Size ◽

Swarm Optimization

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An Optimal Multi-view Ensemble Learning for High Dimensional Data Classification Using Constrained Particle Swarm Optimization

Communications in Computer and Information Science - Information, Communication and Computing Technology ◽

10.1007/978-981-10-6544-6_33 ◽

2017 ◽

pp. 363-378 ◽

Cited By ~ 1

Author(s):

Vipin Kumar ◽

Sonajharia Minz

Keyword(s):

Particle Swarm Optimization ◽

Ensemble Learning ◽

High Dimensional Data ◽

Particle Swarm ◽

Data Classification ◽

High Dimensional ◽

Swarm Optimization

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On the Comparison of Crazy Particle Swarm Optimization and Advanced Binary Ant Colony Optimization for Feature Selection on High-Dimensional Data

Procedia Computer Science ◽

10.1016/j.procs.2019.11.167 ◽

2019 ◽

Vol 161 ◽

pp. 638-646

Author(s):

Neni Alya Firdausanti ◽

Irhamah

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Ant Colony Optimization ◽

High Dimensional Data ◽

Particle Swarm ◽

Ant Colony ◽

High Dimensional ◽

Swarm Optimization

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A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data

Artificial Intelligence Review ◽

10.1007/s10462-013-9400-4 ◽

2013 ◽

Vol 44 (1) ◽

pp. 23-45 ◽

Cited By ~ 154

Author(s):

Ahmed A. A. Esmin ◽

Rodrigo A. Coelho ◽

Stan Matwin

Keyword(s):

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

High Dimensional Data ◽

Particle Swarm ◽

High Dimensional ◽

Swarm Optimization

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Particle Swarm Optimization-Based Impurity Function Band Prioritization Using Weighted Majority Voting for Feature Extraction of High Dimensional Data Sets

2013 International Conference on Parallel and Distributed Systems ◽

10.1109/icpads.2013.124 ◽

2013 ◽

Cited By ~ 3

Author(s):

Yang-Lang Chang ◽

Min-Yu Huang ◽

Ping-Hao Wang ◽

Tung-Ju Hsieh ◽

Jyh-Perng Fang ◽

...

Keyword(s):

Feature Extraction ◽

Particle Swarm Optimization ◽

High Dimensional Data ◽

Particle Swarm ◽

Majority Voting ◽

High Dimensional ◽

Data Sets ◽

Swarm Optimization ◽

Weighted Majority ◽

Weighted Majority Voting

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