scholarly journals A Combined Ant Colony and Differential Evolution Feature Selection Algorithm

2008 ◽  
pp. 1-12 ◽  
Author(s):  
Rami N. Khushaba ◽  
Ahmed Al-Ani ◽  
Akram AlSukker ◽  
Adel Al-Jumaily
Keyword(s):  
Feature Selection ◽  
Differential Evolution ◽  
Ant Colony ◽  
Selection Algorithm ◽  
Feature Selection Algorithm ◽  
Evolution Feature

A Hybrid Feature Selection Based on Ant Colony Optimization and Probabilistic Neural Networks for Bearing Fault Diagnostics

2007 ◽  
Vol 10-12 ◽  
pp. 573-577
Author(s):  
Y.H. Gai ◽  
Gang Yu
Keyword(s):  
Neural Networks ◽  
Feature Selection ◽  
Ant Colony Optimization ◽  
Feature Selection Method ◽  
Ant Colony ◽  
Diagnostic Purpose ◽  
Selection Algorithm ◽  
Feature Selection Algorithm ◽  
Probabilistic Neural Networks ◽  
Bearing Fault

This paper presents a novel hybrid feature selection algorithm based on Ant Colony Optimization (ACO) and Probabilistic Neural Networks (PNN). The wavelet packet transform (WPT) was used to process the bearing vibration signals and to generate vibration signal features. Then the hybrid feature selection algorithm was used to select the most relevant features for diagnostic purpose. Experimental results for bearing fault diagnosis have shown that the proposed hybrid feature selection method has greatly improved the diagnostic performance.

MLACO: A multi-label feature selection algorithm based on ant colony optimization

2020 ◽  
Vol 192 ◽  
pp. 105285 ◽  
Author(s):  
Mohsen Paniri ◽  
Mohammad Bagher Dowlatshahi ◽  
Hossein Nezamabadi-pour
Keyword(s):  
Feature Selection ◽  
Ant Colony Optimization ◽  
Ant Colony ◽  
Selection Algorithm ◽  
Feature Selection Algorithm

scholarly journals An Improved Feature Selection Algorithm Based on Ant Colony Optimization

IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 69203-69209 ◽  
Author(s):  
Huijun Peng ◽  
Chun Ying ◽  
Shuhua Tan ◽  
Bing Hu ◽  
Zhixin Sun
Keyword(s):  
Feature Selection ◽  
Ant Colony Optimization ◽  
Ant Colony ◽  
Selection Algorithm ◽  
Feature Selection Algorithm

An improved feature selection algorithm based on graph clustering and ant colony optimization

2018 ◽  
Vol 159 ◽  
pp. 270-285 ◽  
Author(s):  
Hojat Ghimatgar ◽  
Kamran Kazemi ◽  
Mohamamd Sadegh Helfroush ◽  
Ardalan Aarabi
Keyword(s):  
Feature Selection ◽  
Ant Colony Optimization ◽  
Graph Clustering ◽  
Ant Colony ◽  
Selection Algorithm ◽  
Feature Selection Algorithm
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