A deep learning-based traffic event detection from social media

J Jonnalagadda, M Hashemi - 2021 IEEE 22nd International …, 2021 - ieeexplore.ieee.org
Traffic events, such as congestion and accidents, lead to driver frustration, longer travel
times, blocked emergency vehicles, and increased fuel consumption. Timely detection of …

Smart Cities, Smarter Roads: A Review of Leveraging Cutting-Edge Technologies for Intelligent Event Detection from Social Media.

EA Alomari, R Mehmood - International Journal of Advanced …, 2023 - search.ebscohost.com
The rapidly evolving landscape of smart cities and intelligent transportation systems makes
the timely detection of traffic events a critical element for optimizing urban mobility …

Incident Detection From Social Media Targeting Indian Traffic Scenario Using Transfer Learning

P Ambastha, MS Desarkar - 2020 IEEE 23rd International …, 2020 - ieeexplore.ieee.org
Road traffic congestion is one of the most challenging problems in densely populated cities.
This paper aims to address this problem by developing a system to detect traffic congestion …

Real-time road traffic information detection through social media

C Khatri - arXiv preprint arXiv:1801.05088, 2018 - arxiv.org
In current study, a mechanism to extract traffic related information such as congestion and
incidents from textual data from the internet is proposed. The current source of data is …

A survey of real-time social-based traffic detection

H Abu-gellban - … on Intelligence and Security Informatics (ISI), 2020 - ieeexplore.ieee.org
Online traffic news web sites do not always announce traffic events in areas in real-time.
There is a capability to employ text mining and machine learning techniques on the Twitter …

Towards proactive social learning approach for traffic event detection based on arabic tweets

A Nsouli, A Mourad, D Azar - 2018 14th International Wireless …, 2018 - ieeexplore.ieee.org
Intelligent Transportation System (ITS) help drivers by showing the shortest routes and some
driving information such as congestion, accident and roadwork. Twitter traffic detection …

Road traffic event detection using twitter data, machine learning, and apache spark

E Alomari, R Mehmood, I Katib - 2019 IEEE SmartWorld …, 2019 - ieeexplore.ieee.org
Road transportation is the backbone of modern societies, yet it costs annually over a million
deaths and trillions of dollars to the global economy. Social media such as Twitter have …

Traffic incident detection: a deep learning framework

X Han - 2019 20th IEEE International Conference on Mobile …, 2019 - ieeexplore.ieee.org
Traffic incidents cause great losses to people's lives and property, and have aroused great
attention from researchers. In recent years, many machine learning methods have been …

Multi-modal neural network for traffic event detection

Q Chen, W Wang - 2019 IEEE 2nd International Conference on …, 2019 - ieeexplore.ieee.org
Cities are composed of complex systems with Cyber, Physical, and Social (CPS)
components. The advances in the Internet of Things (IoTs) and social networking services …

Detecting abnormal event in traffic scenes using unsupervised deep learning approach

K Meena, A Viji, JJ Athanesious… - … Conference on Wireless …, 2019 - ieeexplore.ieee.org
In today's digital age, detecting abnormal events in the traffic scene is a more significant
problem in video surveillance. The proposed scheme is adopted for detecting abnormalities …