Enhanced extreme learning machine for general regression and classification tasks

• Main Author: Mahmood, Saif F
• Format: Thesis
• Language: English
• Published: 2020
• Subjects: Artificial intelligence - Engineering applications; Machine learning; Regression analysis
• Online Access: http://psasir.upm.edu.my/id/eprint/92877/1/FK%202020%2097%20-%20IR.1.pdf; http://psasir.upm.edu.my/id/eprint/92877/
• Institution: Universiti Putra Malaysia

Extreme Learning Machine (ELM) is a single hidden layer feedforward neural network which randomly chooses hidden nodes and analytically determines the output weights using least square method. Despite its popularity, ELM has a number of challenges worth to investigating for improving the usabilit...