Activity recognition using hybrid generative/discriminative models on home environments using binary sensors

FJ Ordónez, P De Toledo, A Sanchis - Sensors, 2013 - mdpi.com
Activities of daily living are good indicators of elderly health status, and activity recognition in
smart environments is a well-known problem that has been previously addressed by several …

Activity recognition on smartphones using an AKNN based support vectors

M Oussalah, B Fergani, H Lounis - Sensor Review, 2022 - emerald.com
Purpose Mobile phone-based human activity recognition (HAR) consists of inferring user's
activity type from the analysis of the inertial mobile sensor data. This paper aims to mainly …

Activity Recognition From Smartphone Data Using WSVM-HMM Classification

B Fergani - International Journal of E-Health and Medical …, 2021 - igi-global.com
A lot of real-life mobile sensing applications are becoming available nowadays. The
traditional approach for activity recognition employs machine learning algorithms to learn …

Activity recognition from smartphone data using weighted learning methods

MB Abidine, B Fergani - Intelligenza Artificiale, 2021 - journals.sagepub.com
Mobile phone based activity recognition uses data obtained from embedded sensors to infer
user's physical activities. The traditional approach for activity recognition employs machine …

Recognizing activities of daily living using binary sensors

SS Chawathe - 2018 4th International Conference on Universal …, 2018 - ieeexplore.ieee.org
Activities of Daily Living (ADLs), or a person's routine activities of self-care, are important
factors influencing the feasibility of home health care or aging in place for many individuals …

KDA-Based WKNN-SVM Method for Activity Recognition System From Smartphone Data

I Menhour, B Fergani, H Lounis - International Journal of Software …, 2021 - igi-global.com
This article describes a new scheme for a physical activity recognition process based on
carried smartphone embedded sensors, such as accelerometer and gyroscope. For this …