Abstract:

Human activities detection is a very difficult task in present systems. Human Activity Patterns Prediction (HAPP) is the proposed system which is used to recognize activities of human patterns that are used for smart home applications. The HAPP is the model which is integrated with frequent pattern mining, analysis of clusters and calculating predictions to analyze the energy usage changes sparked by occupant’s behavior. The proposed system HAPP analyzed the consumption of energy patterns which are at the appliance level, this level belongs to the activities of human. This system focuses on detecting accurate human activities with high accuracy.

Description:

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