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Published in NIPS, 2006
This paper proposed to employ Gaussian process method for integrating data sources.
Recommended citation: Mark Girolami & Mingjun Zhong. (2007). "Data Integration for Classification Problems Employing Gaussian Process Priors." NIPS. 1(1). http://papers.nips.cc/paper/3065-data-integration-for-classification-problems-employing-gaussian-process-priors.pdf
Published in AAAI, 2018
Sequence-to-point learning for NILM.
Recommended citation: Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang, Nigel Goddard, Charles Sutton. (2018). "Sequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring." AAAI. https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/viewFile/16623/15980
Published in IEEE Transactions on Smart Grid, 2019
This paper is about transfer learning for NILM.
Recommended citation: Michele D’Incecco, Stefano Squartini, & Mingjun Zhong (2020). "Transfer Learning for Non-Intrusive Load Monitoring." IEEE Transactions on Smart Grid. vol. 11, no. 2, pp. 1419-1429, March 2020 https://ieeexplore.ieee.org/abstract/document/8818314/authors#authors
Published:
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Lectures, School of Computer Science, University of Lincoln, 2018
A MSc module for Computer Science.