Improved swarm intelligence algorithms with time-varying modified Sigmoid transfer function for Amphetamine-type stimulants drug classification

• Main Authors: Muda, Azah Kamilah, Mohd Yusof, Norfadzlia, Pratama, Satrya Fajri, Carbo-Dorca, Ramon, Abraham, Ajith
• Format: Article
• Language: English
• Published: Elsevier B.V. 2022
• Online Access: http://eprints.utem.edu.my/id/eprint/26343/2/IMPROVED%20SWARM%20INTELLIGENCE%20ALGORITHMS%20WITH%20TIME-VARYING%20MODIFIED%20SIGMOID%20TRANSFER%20FUNCTION%20FOR%20AMPHETAMINE-TYPE%20STIMULANTS%20DRUG%20CLASSIFI%20CATION-COMPRESSED.PDF; http://eprints.utem.edu.my/id/eprint/26343/; https://reader.elsevier.com/reader/sd/pii/S0169743922000855?token=8195BEA6C7F547F244C3FF2FCE63B11DE54013B2D4A401BCF069504C213AFEDED7344C8E148EC682AB9DB77B8399278D&originRegion=eu-west-1&originCreation=20230214074543
• Institution: Universiti Teknikal Malaysia Melaka

Swarm-intelligence (SI) algorithms have received great attention in addressing various binary optimization problems such as feature selection. In this article, a new time-varying modified Sigmoid transfer function with two time-varying updating schemes is proposed as the binarization method for part...