2 papers
eess.SP2020
A Sequential Modelling Approach for Indoor Temperature Prediction and Heating Control in Smart Buildings
Yongchao Huang, Hugh Miles, Pengfei Zhang
The rising availability of large volume data, along with increasing computing power, has enabled a wide application of statistical Machine Learning (ML) algorithms in the domains o…
stat.ML2017
Sensor Selection and Random Field Reconstruction for Robust and Cost-effective Heterogeneous Weather Sensor Networks for the Developing World
Pengfei Zhang, Ido Nevat, Gareth W. Peters +4
We address the two fundamental problems of spatial field reconstruction and sensor selection in heterogeneous sensor networks: (i) how to efficiently perform spatial field reconstr…