Prediction of Traffic Incident Clearance Duration Using Neural Network for Multimodal Data Distribution
Traffic incidents adversely affect the safety and mobility of our transportation network. As
such, accurate prediction of incident duration is critical in developing strategies and …
such, accurate prediction of incident duration is critical in developing strategies and …
Radnet: Incident prediction in spatio-temporal road graph networks using traffic forecasting
S Tuli, MR Wilkinson, C Kettell - arXiv preprint arXiv:2206.05602, 2022 - arxiv.org
Efficient and accurate incident prediction in spatio-temporal systems is critical to minimize
service downtime and optimize performance. This work aims to utilize historic data to predict …
service downtime and optimize performance. This work aims to utilize historic data to predict …
PRISTINE: Semi-supervised Deep Learning Opioid Crisis Detection on Reddit
The drug abuse epidemic has been on the rise in the past few years, particularly after the
start of COVID-19 pandemic. Our preliminary observations on Reddit alone show that …
start of COVID-19 pandemic. Our preliminary observations on Reddit alone show that …
RoadFormer: Road-Anchored Adversarial Dynamic Graph Transformer for Unlimited-Range Traffic Incident Impact Prediction
The prompt estimation of traffic incident impacts (TIIs) plays a crucial role in guiding
commuters' trip planning and enhancing the decision-making resilience of transportation …
commuters' trip planning and enhancing the decision-making resilience of transportation …
Integrated Predictive Modeling and Analytics for Crisis Management
AA Alhamadani - 2024 - vtechworks.lib.vt.edu
The surge in the application of big data and predictive analytics in fields of crisis
management, such as pandemics and epidemics, highlights the vital need for advanced …
management, such as pandemics and epidemics, highlights the vital need for advanced …
TimeBird: Context-Aware Graph Convolution Network for Traffic Incident Duration Prediction
F Sun, R Gao, W Xing, Y Zhang, W Lu, J Fang… - … Conference on Wireless …, 2022 - Springer
Estimating the traffic incident duration is of great importance to traffic control, traffic
navigation, and transportation safety. However, the complex road network topology and …
navigation, and transportation safety. However, the complex road network topology and …
The Efficacy of PRISTINE: Revealing Concealed Opioid Crisis Trends via Reddit Examination
This work is an extension of our previous efforts to combat the drug abuse epidemic which
has been on the rise in the past few years []. We expand our developed framework …
has been on the rise in the past few years []. We expand our developed framework …