Method of selecting measures to improve road safety taking into account adaptive neuro-fuzzy accident forecast

The article presents a solution for the joint application of the adaptive neuro-fuzzy inference model and the modified zoning method when choosing measures to reduce accidents and ensure road safety, provides the results of evaluating the effectiveness of such a solution and identifies ways to further improve it. Keywords accident rate, traffic accidents, forecasting, neural network, machine learning, modeling, fuzzy logic, multi-criteria optimization

Publication Details

Published
2025-01-01
DOI
https://doi.org/10.36652/1684-1298-2025-9-40-44
Primary Topic
Economic and Technological Systems Analysis
Type
article
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article

Method of selecting measures to improve road safety taking into account adaptive neuro-fuzzy accident forecast

Economic and Technological Systems Analysis
article

Method of selecting measures to improve road safety taking into account adaptive neuro-fuzzy accident forecast

article en

Abstract

The article presents a solution for the joint application of the adaptive neuro-fuzzy inference model and the modified zoning method when choosing measures to reduce accidents and ensure road safety, provides the results of evaluating the effectiveness of such a solution and identifies ways to further improve it. Keywords accident rate, traffic accidents, forecasting, neural network, machine learning, modeling, fuzzy logic, multi-criteria optimization

Openalex Percentile: Top 64%
Economic and Technological Systems Analysis
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Method of selecting measures to improve road safety taking into account adaptive neuro-fuzzy accident forecast · (2025) | TGRS Research Map | TGRS