4 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.CE2012★ 1 cited
Statistical Traffic State Analysis in Large-scale Transportation Networks Using Locality-Preserving Non-negative Matrix Factorization
Yufei Han, Fabien Moutarde
Statistical traffic data analysis is a hot topic in traffic management and control. In this field, current research progresses focus on analyzing traffic flows of individual links…
cs.LG2012★ 4 cited
Analysis of Large-scale Traffic Dynamics using Non-negative Tensor Factorization
Yufei Han, Fabien Moutarde
In this paper, we present our work on clustering and prediction of temporal dynamics of global congestion configurations in large-scale road networks. Instead of looking into tempo…
cond-mat.dis-nn2012★ 4 cited
Pairwise MRF Calibration by Perturbation of the Bethe Reference Point
Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes +1
We investigate different ways of generating approximate solutions to the pairwise Markov random field (MRF) selection problem. We focus mainly on the inverse Ising problem, but dis…