Emerging technologies for smart cities' transportation: geo-information, data analytics and machine learning approaches

KLM Ang, JKP Seng, E Ngharamike… - … International Journal of …, 2022 - mdpi.com
With the recent increase in urban drift, which has led to an unprecedented surge in urban
population, the smart city (SC) transportation industry faces a myriad of challenges …

Deep Learning Algorithms for Traffic Forecasting: A Comprehensive Review and Comparison with Classical Ones

S Afandizadeh, S Abdolahi… - Journal of Advanced …, 2024 - Wiley Online Library
Accurate and timely forecasting of critical components is pivotal in intelligent transportation
systems and traffic management, crucially mitigating congestion and enhancing safety. This …

Data mining tools

A Bartschat, M Reischl, R Mikut - … Reviews: Data Mining and …, 2019 - Wiley Online Library
The development and application of data mining algorithms requires the use of powerful
software tools. With challenges such as big data encountered in economy or gene …

Situational Awareness for Transportation Management: Automated Video Incident Detection and Other Machine Learning Technologies for the Traffic Management …

C Rindt - 2018 - rosap.ntl.bts.gov
This report provides a synthesis of Automated Video Incident Detection (AVID) systems as
well as a range of other technologies available for Automated Incident Detection (AID) and …

[PDF][PDF] Ai based traffic signal control system

S Ramteke, BB Gite - Traffic, 2019 - academia.edu
The control system of the traffic light is mainly used to monitor and control the flow of
vehicles through the intersection of roads. The main purpose of our system is the smooth …

[KNIHA][B] Real-time Video Analytics at Scale: Design, Deployment and Evaluation

SM Pakdaman - 2020 - search.proquest.com
A key determinant of a video analytics application success lies in its ability to operate in a
real-time fashion and must do so, regardless of the number of video streams the system …

Calibration of Availability and Safety of a Video-Based Detection System for Airport APMs

S Scholz, R Lommock - 17th International Conference on …, 2020 - ascelibrary.org
Most modern trains are equipped with onboard CCTV technology, which can be used for a
wide variety of applications, such as automatic detection of objects, people, or situations by …

[KNIHA][B] Detecting Unsigned Physical Incidents from Images Using Convolutional Neural Networks

A Levering - 2019 - edepot.wur.nl
The road network is an active environment which is continuously affected by incidents and
disruptions, resulting in delays and economical damage. As car ownership and road …