Results 151 to 160 of about 1,644,237 (298)
An Analysis of Traffic Accidents on County Roads : Informational Report
Donald Petty
openalex +2 more sources
EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis [PDF]
Traffic Accident Anticipation (TAA) in traffic scenes is a challenging problem for achieving zero fatalities in the future. Current approaches typically treat TAA as a supervised learning task needing the laborious annotation of accident occurrence duration.
arxiv
Multi-Modal Traffic Analysis: Integrating Time-Series Forecasting, Accident Prediction, and Image Classification [PDF]
This study proposes an integrated machine learning framework for advanced traffic analysis, combining time-series forecasting, classification, and computer vision techniques. The system utilizes an ARIMA(2,0,1) model for traffic prediction (MAE: 2.1), an XGBoost classifier for accident severity classification (100% accuracy on balanced data), and a ...
arxiv
A Report on the Traffic Accident Causalities in Nagasaki Prefecture
M. Iwanaga
openalex +2 more sources
Alcohol and Road Traffic Accidents [PDF]
A. B. Cassie, W. R. Allan
openaire +3 more sources
Log-Gaussian Cox Processes for Spatiotemporal Traffic Fatality Estimation in Addis Ababa [PDF]
We investigate the spatiotemporal dynamics of traffic accidents in Addis Ababa, Ethiopia, using 2016--2019 data. We formulate the traffic accident intensity as a log-Gaussian Cox Process and model it as a spatiotemporal point process with and without fixed and random effect components that incorporate possible covariates and spatial correlation ...
arxiv
An Analysis of Traffic Accidents on a High-Volume Highway : Progress Report
Arvid Odean Peterson
openalex +2 more sources
Spatial analysis of driving accidents leading to deaths related to motorcyclists in Tehran
Purpose: Traffic accidents are one of the main causes of death and disability, causing annual deaths of 1.23 million and tens of millions injured people worldwide. Meanwhile, a significant proportion of the deaths and injuries caused by traffic accidents
Soheil Saadat+4 more
doaj