131 citations · 197 across the 9 of their papers we have counts for
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stat.AP2016★ 131 cited
Sequence-to-point learning with neural networks for nonintrusive load monitoring
Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang +2
Energy disaggregation (a.k.a nonintrusive load monitoring, NILM), a single-channel blind source separation problem, aims to decompose the mains which records the whole house electr…
stat.AP2014★ 18 cited
Interleaved Factorial Non-Homogeneous Hidden Markov Models for Energy Disaggregation
Mingjun Zhong, Nigel Goddard, Charles Sutton
To reduce energy demand in households it is useful to know which electrical appliances are in use at what times. Monitoring individual appliances is costly and intrusive, whereas d…
stat.AP2012★ 1 cited
Bayesian Analysis for miRNA and mRNA Interactions Using Expression Data
Mingjun Zhong, Rong Liu, Bo Liu
MicroRNAs (miRNAs) are small RNA molecules composed of 19-22 nt, which play important regulatory roles in post-transcriptional gene regulation by inhibiting the translation of the…