131 citations · 190 across the 6 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…
cs.CY2016★ 41 cited
DeepSpace: An Online Deep Learning Framework for Mobile Big Data to Understand Human Mobility Patterns
Xi Ouyang, Chaoyun Zhang, Pan Zhou +2
In the recent years, the rapid spread of mobile device has create the vast amount of mobile data. However, some shallow-structure models such as support vector machine (SVM) have d…