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Shailendra Singh
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IoT big data analytics for smart homes with fog and cloud computing
A Yassine, S Singh, MS Hossain, G Muhammad
Future Generation Computer Systems 91, 563-573, 2019
3032019
Mining human activity patterns from smart home big data for health care applications
A Yassine, S Singh, A Alamri
IEEE Access 5, 13131-13141, 2017
2072017
Big data mining of energy time series for behavioral analytics and energy consumption forecasting
S Singh, A Yassine
Energies 11 (2), 452, 2018
2002018
Mining energy consumption behavior patterns for households in smart grid
S Singh, A Yassine
IEEE Transactions on Emerging Topics in Computing 7 (3), 404-419, 2017
762017
IoT big data analytics with fog computing for household energy management in smart grids
S Singh, A Yassine
Smart Grid and Internet of Things: Second EAI International Conference …, 2019
352019
Incremental mining of frequent power consumption patterns from smart meters big data
S Singh, A Yassine, S Shirmohammadi
2016 IEEE Electrical Power and Energy Conference (EPEC), 1-6, 2016
182016
Consumer segmentation: Improving energy demand management through households socio-analytics
S Singh, A Yassine, R Benlamri
2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2019
132019
Towards hybrid energy consumption prediction in smart grids with machine learning
S Singh, A Yassine, R Benlamri
2018 4th International Conference on Big Data Innovations and Applications …, 2018
132018
Internet of Energy Ensemble Learning through Multilevel Stacking for Load Forecasting
S Singh, A Yassine, R Benlamri
The 6th IEEE International Conference on Cloud and Big Data Computing, 2020
42020
Smart Meters Big Data: Behavioral Analytics via Incremental Data Mining and Visualization
S Singh
Université d'Ottawa/University of Ottawa, 2016
2016
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