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Proactive Remote Healthcare Based on Machine Learning Algorithms: Home Automation Monitoring for Assisted Living Services and Anomaly Detection - Softcover

 
9786200247063: Proactive Remote Healthcare Based on Machine Learning Algorithms: Home Automation Monitoring for Assisted Living Services and Anomaly Detection
Softcover
ISBN 10: 6200247064 ISBN 13: 9786200247063
Publisher: LAP LAMBERT Academic Publishing, 2019

Synopsis

Monitoring the user activities for a long period of time is not an easy task. Furthermore, our solution needs to be evaluated before being applied to a real user context. For that reason, we designed a simulator to acquire large data test without requiring for months of monitoring. Then, a IR recording system is proposed to monitor a real person in his environment. The results of this IR experimentation allow us to evaluate the application of our solution in a real context. The results of this work lie in the contribution of flexible solutions adapted to all kind of users, to give them more autonomy while facilitating their use of services. Minimizing the use of sensors, another contribution of this work is to lower the installation cost, meaning to increase the implementation possibility.

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Publisher
LAP LAMBERT Academic Publishing
Publication date
2019
Language
English
ISBN 10 
6200247064
ISBN 13 
9786200247063
Binding
Paperback
Number of pages
172
Editor
Bich Thanh Truong Thi