26 citations · 35 across the 4 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2021
Traffic signal prediction on transportation networks using spatio-temporal correlations on graphs
Semin Kwak, Nikolas Geroliminis, Pascal Frossard
Multivariate time series forecasting poses challenges as the variables are intertwined in time and space, like in the case of traffic signals. Defining signals on graphs relaxes su…
cs.LG2020★ 26 cited
Travel time prediction for congested freeways with a dynamic linear model
Semin Kwak, Nikolas Geroliminis
Accurate prediction of travel time is an essential feature to support Intelligent Transportation Systems (ITS). The non-linearity of traffic states, however, makes this prediction…