A binary logit-based incident detection model for urban traffic networks
Sign Up to like & getrecommendations! Published in 2017 at "Transportation Letters"
DOI: 10.1080/19427867.2016.1157132
Abstract: Incident detection systems for the urban traffic network are still lacking efficient models for better performance or efficiency to detect incidents of relatively short durations, as well as stability of performance or transferability and applicability… read more here.
Keywords: detection; binary logit; urban traffic; model ... See more keywords
Automated Traffic Incident Detection: Coping with Imbalanced and Small Datasets
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3161835
Abstract: Automatic incident detection (AID) has always been one of the focus issues in the field of transportation. However, due to the contingency and randomness of traffic incident, traffic incident samples are scarce and far less… read more here.
Keywords: incident detection; incident; traffic; model ... See more keywords
A Deep Cycle Limit Learning Machine Method for Urban Expressway Traffic Incident Detection
Sign Up to like & getrecommendations! Published in 2020 at "Mathematical Problems in Engineering"
DOI: 10.1155/2020/5965089
Abstract: In Beijing, Shanghai, Hangzhou, and other cities in China, traffic congestion caused by traffic incidents also accounts for 50% to 75% of the total traffic congestion on expressways. Therefore, it is of great significance to… read more here.
Keywords: traffic; detection; traffic incident; learning machine ... See more keywords
Automatic incident detection in smart city using multiple traffic flow parameters via V2X communication
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Distributed Sensor Networks"
DOI: 10.1177/1550147718815845
Abstract: Recent research trends in intelligent transportation system are focused toward developing automatic incident detection systems to deal with on-road incidents including accidents, traffic congestion, and jamming which cause damage to precious human lives and financial… read more here.
Keywords: traffic; detection; city; automatic incident ... See more keywords
Research on Urban Traffic Incident Detection Based on Vehicle Cameras
Sign Up to like & getrecommendations! Published in 2022 at "Future Internet"
DOI: 10.3390/fi14080227
Abstract: Situational detection in the traffic system is of great significance to traffic management and even urban management. Traditional detection methods are generally based on roadside equipment monitoring roads, and it is difficult to support large-scale… read more here.
Keywords: incident detection; vehicle cameras; traffic; detection ... See more keywords