3 citations · 5 across the 4 of their papers we have counts for
4 papers
Modern Structure-Aware Simplicial Spatiotemporal Neural Network
Zhaobo Hu, Vincent Gauthier, Mehdi Naima
Spatiotemporal modeling has evolved beyond simple time series analysis to become fundamental in structural time series analysis. While current research extensively employs graph ne…
Reversible Residual Normalization Alleviates Spatio-Temporal Distribution Shift
Zhaobo Hu, Vincent Gauthier, Mehdi Naima
Distribution shift severely degrades the performance of deep forecasting models. While this issue is well-studied for individual time series, it remains a significant challenge in…
Equity Scores for Public Transit Lines from Open-Data and Accessibility Measures
Amirhesam Badeanlou, Andrea Araldo, Marco Diana +1
Current transit suffers from an evident inequity: the level of service of transit in suburbs is much less satisfying than in city centers. As a consequence, private cars are still…
Pooling for First and Last Mile: Integrating Carpooling and Transit
Andrea Araldo, André de Palma, Souhila Arib +5
While carpooling is widely adopted for long travels, it is by construction inefficient for daily commuting, where it is difficult to match drivers and riders, sharing similar origi…