28 citations · 106 across the 19 of their papers we have counts for
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math.DS2019★ 3 cited
Koopman Operator Applications in Signalized Traffic Systems
Esther Ling, Liyuan Zheng, Lillian J. Ratliff +1
This paper proposes Koopman operator theory and the related algorithm dynamical mode decomposition (DMD) for analysis and control of signalized traffic flow networks. DMD provides…
math.DS2013★ 3 cited
A Dynamical Systems Approach to Energy Disaggregation
Roy Dong, Lillian Ratliff, Henrik Ohlsson +1
Energy disaggregation, also known as non-intrusive load monitoring (NILM), is the task of separating aggregate energy data for a whole building into the energy data for individual…