Activity Recognition Method for Home-Based Elderly Care Service Based on Random Forest and Activity Similarity

In home-based elderly care service, how to precisely recognize activities is a key issue in the design and implementation of context-aware service for elderly people. Existing research works reveal that those approaches ignore the characteristics of activity diversity, and similarity and the feature...

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Bibliographic Details
Main Authors: Hanchuan Xu, Yuxin Pan, Jingxuan Li, Lanshun Nie, Xiaofei Xu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8621003/