8 citations · 14 across the 4 of their papers we have counts for
Showing 2018Show all
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cs.LG2018★ 2 cited
Convolutional Graph Auto-encoder: A Deep Generative Neural Architecture for Probabilistic Spatio-temporal Solar Irradiance Forecasting
Mahdi Khodayar, Saeed Mohammadi, Mohammad Khodayar +2
Machine Learning on graph-structured data is an important and omnipresent task for a vast variety of applications including anomaly detection and dynamic network analysis. In this…
cs.LG2018★ 4 cited
Energy Disaggregation via Deep Temporal Dictionary Learning
Mahdi Khodayar, Jianhui Wang, Zhaoyu Wang
This paper addresses the energy disaggregation problem, i.e. decomposing the electricity signal of a whole home to its operating devices. First, we cast the problem as a dictionary…