An enhanced binary Rat Swarm Optimizer based on local-best concepts of PSO and collaborative crossover operators for feature selection

In this paper, an enhanced binary version of the Rat Swarm Optimizer (RSO) is proposed to deal with Feature Selection (FS) problems. FS is an important data reduction step in data mining which finds the most representative features from the entire data. Many FS-based swarm intelligence algorithms ha...

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Bibliographic Details
Main Author: Abu Zitar, Raed (author)
Other Authors: Awadallah, Mohammed A. (author), Al-Betar, Mohammed Azmi (author), Braik, Malik Shehadeh (author), Hammouri, Abdelaziz I. (author), Abu Doush, Iyad (author)
Published: 2022
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