Smote and OVO multiclass method for multiple handheld placement gait identification on smartphone’s accelerometer

• Main Authors: Abdul Raziff, Abdul Rafiez, Sulaiman, Nasir, Mustapha, Norwati, Perumal, Thinagaran
• Format: Article
• Language: English
• Published: Medwell Journals 2017
• Online Access: http://psasir.upm.edu.my/id/eprint/63236/1/Smote%20and%20OVO%20multiclass%20method%20for%20multiple%20handheld%20placement%20gait%20identification%20on%20smartphone%E2%80%99s%20accelerometer.pdf; http://psasir.upm.edu.my/id/eprint/63236/; https://www.medwelljournals.com/abstract/?doi=jeasci.2017.374.382

Gait identification has been a well-known type of biometric recognition for many purposes. However, the usage and its application are still limited due to uncertainty factors that lead to its lack of use. One of the factors is the position of the smartphone. Current research uses pouch, pocket and o...