2 papers
cs.LG2019
Deep-MAPS: Machine Learning based Mobile Air Pollution Sensing
Jun Song, Ke Han
Mobile and ubiquitous sensing of urban air quality has received increased attention as an economically and operationally viable means to survey atmospheric environment with high sp…
math.OC2018
Nonlinear Decision Rule Approach for Real-Time Traffic Signal Control for Congestion and Emission Reductions
Junwoo Song, Simon Hu, Ke Han +1
We propose a real-time signal control framework based on a nonlinear decision rule (NDR), which defines a nonlinear mapping between network states and signal control parameters to…