Activity recognition using hybrid generative/discriminative models on home environments using binary sensors
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 …
smart environments is a well-known problem that has been previously addressed by several …
Activity recognition on smartphones using an AKNN based support vectors
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 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 …
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 …
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 …
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
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 …
carried smartphone embedded sensors, such as accelerometer and gyroscope. For this …