A Healthcare Application Model for Smarthome Using Frequent Pattern Based KNN Algorithm

Author:

Raveendran Amrutha,Barakkath Nisha U.

Publisher

Springer International Publishing

Reference25 articles.

1. Yassin, A., Singh, S., Alamri, A.: Mining human activity pattern from smart home bigdata for health care applications. IEEE Access 5, 13131–13141 (2007). ISSN: 2169-3536

2. Gajowniczek, K., Ząbkowski, T.: Data mining techniques for detecting household characteristics based on smart meter data. Energies 8, 7407–7427 (2015)

3. Karpagam, V., Pooja, M.U., Swathi, M.: Mining human activity patterns from smarthome big data by using MapReduce algorithm. Glob. Res. Dev. J. Eng. (2018). ISSN: 2455-5703

4. Nandhini, R., Viswanadhan, B.: A health care service model using human activity patterns. In: International Conference on Applied Soft Computing Techniques (2018). ISSN: 2455-1341

5. Liao, J., Stankovic, L., Stankovic, V.: Detecting household activity patterns from smart meter data. In: International Conference on Intelligent Environments, Department of Electronic and Electrical Engineering University of Strathclyde, Glasgow, UK (2014). ISBN: 978-1-4799-2947-4

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