A decentralised approach to privacy preserving trajectory mining
Large volumes of mobility data is collected in various application domains. Enterprise
applications are designed on the notion of centralised data control where the proprietary of …
applications are designed on the notion of centralised data control where the proprietary of …
Epidemic spreading in trajectory networks
Epidemics of infectious diseases, such as the one caused by the rapid spread of the
coronavirus disease 2019 (COVID-19), have tested the world's more advanced health …
coronavirus disease 2019 (COVID-19), have tested the world's more advanced health …
Microscopic modeling of spatiotemporal epidemic dynamics
Conventional techniques of epidemic modeling are based on compartmental models, where
population groups are transitioning from one compartment to another-for example, S, I, or …
population groups are transitioning from one compartment to another-for example, S, I, or …
Trajectory-User Linking using Higher-order Mobility Flow Representations
M Alsaeed, A Agrawal… - 2023 24th IEEE …, 2023 - ieeexplore.ieee.org
Trajectory user linking (TUL) is a problem in trajectory classification that links anonymous
trajectories to the users who generated them. TUL has various uses such as identity …
trajectories to the users who generated them. TUL has various uses such as identity …
PathletRL: Trajectory Pathlet Dictionary Construction using Reinforcement Learning
Sophisticated location and tracking technologies have led to the generation of vast amounts
of trajectory data. Of interest is constructing a small set of basic building blocks that can …
of trajectory data. Of interest is constructing a small set of basic building blocks that can …
Projected augmentation-augmented reality using rotatable video projectors
In this paper, we propose a new way of augmenting our environment with information
without making the user carry any devices. We propose the use of video projection to display …
without making the user carry any devices. We propose the use of video projection to display …
A Mobility-based Recommendation System for Mitigating the Risk of Infection during Epidemics
The relationship between human mobility and the spread of an infectious disease has been
well documented. At the same time, availability of mobility data is growing due to …
well documented. At the same time, availability of mobility data is growing due to …
Fast and accurate mining of node importance in trajectory networks
Mining large-scale trajectory data streams (of moving objects) has attracted significant
attention due to an abundance of modern tracking devices and a number of real-world …
attention due to an abundance of modern tracking devices and a number of real-world …
Evaluating and forecasting the operational performance of road intersections
A Nematichari, T Pechlivanoglou… - Proceedings of the 30th …, 2022 - dl.acm.org
Road intersections represent one of the most complex configurations encountered when
traversing road networks. It is therefore of vital importance to improve their operational …
traversing road networks. It is therefore of vital importance to improve their operational …
TrajLearn: Trajectory Prediction Learning using Deep Generative Models
Trajectory prediction aims to estimate an entity's future path using its current position and
historical movement data, benefiting fields like autonomous navigation, robotics, and human …
historical movement data, benefiting fields like autonomous navigation, robotics, and human …