Splet13. mar. 2024 · The prediction of traffic flow is a challenging yet crucial problem in spatial-temporal analysis, which has recently gained increasing interest. In addition to spatial … Splet13. mar. 2024 · Anomaly detection maps normal behavior to a baseline profile and tries to detect deviations. One of the ways to create a baseline profile can be using supervised learning which uses data instances from the past with pre-labeled intrusion instances to train a supervised learning model using supervised learning algorithms.
(PDF) Traffic congestion anomaly detection and prediction using …
Splet28. apr. 2024 · The gradual increase in the density of highway vehicles and traffic flow makes the abnormal driving state of vehicles an indispensable tool for assisting traffic dispatch. Intelligent transportation systems can detect and track vehicles in real time, acquire characteristics such as vehicle traffic, vehicle speed, vehicle flow density, and … Splet05. nov. 2024 · The process of anomaly detection (a network attack) is realized by comparison of parameters of a normal behavior (predicted from neural network responses) and parameters of a real network traffic. This article is organized as follows: after the introduction, in Sect. 2, the security problems in smart metering network are presented. concert hall music player
Traffic Anomaly Detection and Prediction Based on SDN-Enabled …
Splet23. jun. 2024 · This paper brings two contributions in terms of: 1) applying an outlier detection an anomaly adjustment method based on incoming and historical data streams, and 2) proposing an advanced deep... Splet01. nov. 2024 · The proposed algorithm is capable of detecting anomalies for both vehicle traffic flows and pedestrian flows. It has been verified by applying to a real-world dataset consisting of traffic flows recorded in 2024, as well as to a … Spletpred toliko urami: 15 · A vision-based system for traffic anomaly detection using deep learning and decision trees. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA, 20–25 June 2024; pp. 4207–4212. ... Luo, W.; Lian, D.; Gao, S. Future frame prediction for anomaly detection–a new baseline. In … concert hall record player