Stacked deep analytic model for human activity recognition on a UCI HAR database [version 2; peer review: 2 approved]

Autor: Ooi Shih Yin, Liew Yee Ping, Ying Han Pang, Goh Fan Ling, Khoh Wee How

Publikováno v: F1000Research, Vol 10 (2022)

Background Owing to low cost and ubiquity, human activity recognition using smartphones is emerging as a trendy mobile application in diverse appliances such as assisted living, healthcare monitoring, etc. Analysing this one-dimensional time-series s

Externí odkaz: https://doaj.org/article/ceb4160a72f748b4adf5c080fb43caac

Stacked deep analytic model for human activity recognition on a UCI HAR database.

Autor: Pang YH; Faculty of Information Science and Technology, Multimedia University, Ayer Keroh, Melaka, 75450, Malaysia., Ping LY; Faculty of Information Science and Technology, Multimedia University, Ayer Keroh, Melaka, 75450, Malaysia., Ling GF; Millapp Sdn Bhd, Bangsar South, Kuala Lumpur, 59200, Malaysia., Yin OS; Faculty of Information Science and Technology, Multimedia University, Ayer Keroh, Melaka, 75450, Malaysia., How KW; Faculty of Information Science and Technology, Multimedia University, Ayer Keroh, Melaka, 75450, Malaysia.

Publikováno v: F1000Research [F1000Res] 2021 Oct 15; Vol. 10, pp. 1046. Date of Electronic Publication: 2021 Oct 15 (Print Publication: 2021).