48 citations · 150 across the 15 of their papers we have counts for
18 papers
Deconstructing laws of accessibility and facility distribution in cities
Yanyan Xu, Luis E. Olmos, Sofiane Abbar +1
The era of the automobile has seriously degraded the quality of urban life through costly travel and visible environmental effects. A new urban planning paradigm must be at the hea…
STAD: Spatio-Temporal Adjustment of Traffic-Oblivious Travel-Time Estimation
Sofiane Abbar, Rade Stanojevic, Mohamed Mokbel
Travel time estimation is an important component in modern transportation applications. The state of the art techniques for travel time estimation use GPS traces to learn the weigh…
Contact Tracing: Beyond the Apps
Mohamed F Mokbel, Sofiane Abbar, Rade Stanojevic
As pandemic wide spread results in locking down vital facilities, digital contact tracing is deemed as a key for re-opening. However, current efforts in digital contact tracing, ru…
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks
Songtao He, Favyen Bastani, Satvat Jagwani +7
Inferring road attributes such as lane count and road type from satellite imagery is challenging. Often, due to the occlusion in satellite imagery and the spatial correlation of ro…
Inferring and Improving Street Maps with Data-Driven Automation
Favyen Bastani, Songtao He, Satvat Jagwani +7
Street maps are a crucial data source that help to inform a wide range of decisions, from navigating a city to disaster relief and urban planning. However, in many parts of the wor…
Machine-Assisted Map Editing
Favyen Bastani, Songtao He, Sofiane Abbar +4
Mapping road networks today is labor-intensive. As a result, road maps have poor coverage outside urban centers in many countries. Systems to automatically infer road network graph…