Publications: trajectory

Learning spatiotemporal patterns for monitoring smart cities and infrastructure

Recent advances in the Internet of Things (IoT) have changed the way we interact with the world. The ability to monitor and manage objects in the physical world electronically makes it possible to b

Mining human mobility patterns from pervasive spatial and temporal data

Recent advances in communication, sensors and processors have made pervasive systems more computationally powerful and increasingly popular. These systems are deployed everywhere all the time while

OnlineAirTrajClus: An Online Aircraft Trajectory Clustering for Tarmac Situation Awareness

On-ground aircraft trajectory information plays a key role in airport situations awareness prediction and management. Airport administration needs to arrange and schedule the time and order of ai

What will you do for the rest of the day?: An approach to continuous trajectory prediction

Understanding and predicting human mobility is vital to a large number of applications, ranging from recommendations to safety and urban service planning. In some travel applications, the ability t

What Will You Do for the Rest of the Day?: An Approach to ContinuousTrajectory Prediction

Understanding and predicting human mobility is vital to a large number of applications, ranging from recommendations to safety and urban service planning. In some travel applications, the ability t

COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference

The process of automatic generation of a road map from GPS trajectories, called map inference, remains a challenging task to perform on a geospatial data from a variety of domains as the majority

OnlineAirTrajClus: An Online Aircraft Trajectory Clustering for Tarmac Situation Awareness

On-ground aircraft trajectory information plays a key role in airport situations awareness prediction and management. Airport administration needs to arrange and schedule the time and order of ai

VDIM: vector-based diffusion and interpolation matrix for computingregion-based crowdsourced ratings: towards safe route selection forhuman navigation

When users consult a trip planner, map or navigation sys- tem for directions, they are presented with several route options which often are evaluated based on shortest path or shortest duration.

Full trajectory prediction: what will you do the rest of the day?

Understanding and predicting human mobility is a key problem in different applications. Existing works on human mobility prediction mainly focus on the prediction of the next location (or a set o

© 2021 Flora Salim - CRUISE Research Group.