[HTML][HTML] Deep learning for video application in cooperative vehicle-infrastructure system: A comprehensive survey

B Su, Y Ju, L Dai - Applied Sciences, 2022 - mdpi.com
Video application is a research hotspot in cooperative vehicle-infrastructure systems (CVIS)
which is greatly related to traffic safety and the quality of user experience. Dealing with large …

Traffic prediction and transfer learning of transport system performance using deep learning

X Zou - 2024 - theses.lib.polyu.edu.hk
Forecasting traffic volume is crucial for effective traffic control, as it allows traffic flow to be
regulated in advance, thereby alleviating congestion. One highly cost-effective means of …

Neural network delay estimation with inclusion of heavy goods vehicular data

C Rosas, H Jula, J Lee… - 2021 IEEE Green Energy …, 2021 - ieeexplore.ieee.org
In this paper, an artificial neural network (NN) model is designed and developed to estimate
the traffic delay at an intersection in the city of Long Beach, California. The traffic simulator …

[PDF][PDF] Using Artificial Intelligence to Improve Traffic flows, with Consideration of Data Privacy

A Chassiakos, G Shaffer, H Jula, T Reeb, MT Center - 2022 - rosap.ntl.bts.gov
This project develops an artificial neural network (ANN), a class of Artificial Intelligence (AI)
systems, to accurately model and predict future delays at an intersection. Develo** such …

Signalized Intersection Delay Prediction with Limited Data Using Deep Transfer Learning and Feature Integration

X Zou, E Chung - Available at SSRN 4701532 - papers.ssrn.com
This paper presents two deep-learning models for estimating the average approach delay at
intersections. The first model, the DL Delay Prediction Model, utilizes eas-ily measurable …

Delay Modelling at Signalized Intersection Under Mixed Traffic Conditions

TP Akash, K Krishnamurthy - … Conference on Traffic and Granular Flow, 2022 - Springer
Delay is one of the major parameters in estimating the level of service (LOS) of a signalized
intersection. Several methods are available for estimating the delay at a signalized …

[PDF][PDF] Modelling Travel Time Reliability of Public Bus Transport: A Case Study of Airport to Narayan Gopal Chowk Route, Kathmandu

SK Thapa, R Pradhananga - 2023 - conference.ioe.edu.np
The aim of this paper is to develop a model for travel time reliability of public bus transport of
Airport to Narayan Gopal Chowk Route, Kathmandu. On board technique was adopted to …