Machine learning

Wang, Wei, Jiayu Chen, Tianzhen Hong, and Na Zhu. "Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology." Building and Environment 138 (2018) 160–170.

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Touzani, Samir, Jessica Granderson, and Samuel Fernandes. "Gradient boosting machine for modeling the energy consumption of commercial buildings." Energy and Buildings (2018).

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Najafi, Massieh, David M Auslander, Peter L Bartlett, Philip Haves, and Michael D Sohn. "Application of machine learning in the fault diagnostics of air handling units." Applied Energy 96 (2012) 347–358.

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Liang, Xin, Tianzhen Hong, and Geoffrey Qiping Shen. "Occupancy data analytics and prediction: a case study." 2016.

Luo, Na, Tianzhen Hong, Hui Li, Rouxi Jia, and Wenguo Weng. Data Analytics and Optimization of an Ice-Based Energy Storage System for Commercial Buildings. 2017.