In the context of autonomous vehicles on highways, one of the first and most important tasks
is to localize the vehicle on the road. For this purpose, the vehicle needs to be able to take …

Precise position information of moving entities on digital road networks is a vital requirement
of location-based applications. Location information received from Global Positioning …

Map-matching is the process of aligning a sequence of observed user positions with the
road network on a digital map. It is a fundamental pre-processing step for many applications …

Matching a raw GPS trajectory to roads on a digital map is often referred to as the Map
Matching problem. However, the occurrence of the low-sampling-rate trajectories (eg one …

Urban form and function have been studied extensively in urban planning and geographical
information science. However, gaining a greater understanding of how they merge to define …

In many Intelligent Transportation System (ITS) applications that crowd-source data from
probe vehicles, a crucial step is to accurately map the GPS trajectories to the road network in …

The matching of similar pairs of objects, called similarity join, is fundamental functionality in
data management. We consider the case of trajectory similarity join (TS-Join), where the …

In this paper, we study the problem of origin-destination (OD) travel time estimation where
the OD input consists of an OD pair and a departure time. We propose a novel neural …

The Fréchet distance measures similarity between two curves f and g that takes into account
the ordering of the points along the two curves: Informally, it is the minimum length of a leash …

The matching of similar pairs of objects, called similarity join, is fundamental functionality in
data management. We consider two cases of trajectory similarity joins (TS-Joins), including …