An Adapted Ant Colony Optimization for Feature Selection
ABSTRACTAs information technologies evolve, they generate vast and ever-expanding datasets. This wealth of high-dimensional data presents challenges, including increased computational demands and difficulties in extracting valuable insights. The aim of feature selection is to address this complexity...
Main Authors: | Duygu Yilmaz Eroglu, Umut Akcan |
---|---|
Format: | Article |
Language: | English |
Published: |
Taylor & Francis Group
2024-12-01
|
Series: | Applied Artificial Intelligence |
Online Access: | https://www.tandfonline.com/doi/10.1080/08839514.2024.2335098 |
Similar Items
-
An Improved Feature Selection Algorithm Based on Ant Colony Optimization
by: Huijun Peng, et al.
Published: (2018-01-01) -
Enhanced feature clustering method based on ant colony optimization for feature selection
by: Hassan Almazini, et al.
Published: (2023-03-01) -
Mixed variable ant colony optimization technique for feature subset selection and model selection
by: Alwan, Hiba Basim, et al.
Published: (2013) -
Ant Colony Optimization Algorithm for Feature Selection in Suspicious Transaction Detection System
by: Karina Niyazova, et al.
Published: (2024-01-01) -
Ant colony optimization with fuzzy-based ensemble of heuristics for ensemble feature selection
by: Nazanin Zahra Joodaki, et al.
Published: (2023-05-01)