Activity recognition using one-versus-all strategy with relief-f and self-adaptive algorithm

• Main Authors: Zainudin, Muhammad Noorazlan Shah, Sulaiman, Md. Nasir, Mustapha, Norwati, Perumal, Thinagaran
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE 2018
• Online Access: http://psasir.upm.edu.my/id/eprint/69209/1/Activity%20recognition%20using%20one-versus-all%20strategy%20with%20relief-f%20and%20self-adaptive%20algorithm.pdf; http://psasir.upm.edu.my/id/eprint/69209/

Many researchers dealing with smartphone sensors to recognize human activities using machine learning algorithms. In this paper, we proposed One-versus-All (OVA) strategy with relief-f and self-adaptive algorithm to recognize these activities. Relief-f used to rank the features and prune insignifica...