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- W4225166090 abstract "The Assisted Living Environments Research Area-AAL (Ambient Assisted Living), focuses on generating innovative technology, products, and services to assist, medical care and rehabilitation to older adults, to increase the time in which these people can live. independently, whether they suffer from neurodegenerative diseases or some disability. This important area is responsible for the development of activity recognition systems-ARS (Activity Recognition Systems), which is a valuable tool when it comes to identifying the type of activity carried out by older adults, to provide them with assistance. that allows you to carry out your daily activities with complete normality. This article aims to show the review of the literature and the evolution of the different techniques for processing this type of data from supervised, unsupervised, ensembled learning, deep learning, reinforcement learning, transfer learning, and metaheuristics approach applied to this sector of science. health, showing the metrics of recent experiments for researchers in this area of knowledge. As a result of this article, it can be identified that models based on reinforcement or transfer learning constitute a good line of work for the processing and analysis of human recognition activities." @default.
- W4225166090 created "2022-05-01" @default.
- W4225166090 creator A5019030949 @default.
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- W4225166090 creator A5082746250 @default.
- W4225166090 date "2022-04-29" @default.
- W4225166090 modified "2023-09-30" @default.
- W4225166090 title "Human Activity Recognition Data Analysis: History, Evolutions, and New Trends" @default.
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