Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
BehaviorScope: Real-Time Remote Human Monitoring Using Sensor Networks
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
Activity Recognition Using Wearable Sensors for Elder Care
FGCN '08 Proceedings of the 2008 Second International Conference on Future Generation Communication and Networking - Volume 02
Context-aware middleware for pervasive elderly homecare
IEEE Journal on Selected Areas in Communications - Special issue on wireless and pervasive communications for healthcare
The WEKA data mining software: an update
ACM SIGKDD Explorations Newsletter
Monitoring and modeling simple everyday activities of the elderly at home
CCNC'10 Proceedings of the 7th IEEE conference on Consumer communications and networking conference
Discovering Temporal Features and Relations of Activity Patterns
ICDMW '10 Proceedings of the 2010 IEEE International Conference on Data Mining Workshops
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In this study, we reported a smart sensing system for detecting Human Emotion and Behaviour Recognition. The inhabitant emotions are sensed based on information from the physiological sensors as happiness, sadness, stressed and neutral. Also, we defined two new wellness functions to determine the regularity of house-hold activities and foresee changes in the domestic activity behaviour. Developed intelligent program was tested at different elderly houses living alone and the results are encouraging. The developed system is less cost, reliable and robust in realizing functional condition of the inhabitant both emotionally and physically.