Artificial intelligence based ensemble model for prediction of vehicular traffic noise

V Nourani, H Gökçekuş, IK Umar - Environmental research, 2020 - Elsevier
Vehicular traffic noise is the main source of noise pollution in major cities around the globe.
A reliable and accurate method for the estimation of vehicular traffic noise is therefore …

From Early to Recent Models: A Review of the Evolution of Road Traffic and Single Vehicles Noise Emission Modelling

C Guarnaccia, A Mascolo, P Aumond, A Can… - Current Pollution …, 2024 - Springer
Abstract Purpose of the Review This paper is devoted to the review of the most popular
literature Road Traffic Noise Models (RTNMs) frameworks, from the oldest ones to the recent …

An intelligent hybridized computing technique for the prediction of roadway traffic noise in urban environment

IK Umar, V Nourani, H Gökçekuş, SI Abba - Soft Computing, 2023 - Springer
A reliable traffic noise prediction model is one of the decision-making tools used in providing
a noise friendly environment. In this study, four linear–nonlinear hybrid models were …

The state-of-the-art in the application of artificial intelligence-based models for traffic noise prediction: a bibliographic overview

IK Umar, M Adamu, N Mostafa, MS Riaz… - Cogent …, 2024 - Taylor & Francis
This paper reviews the application of artificial intelligence (AI)-based models in modeling
vehicular road traffic noise. A computerized search method was used to conduct the …

A review methodology of sustainable urban mobility plans: Objectives and actions to promote cycling and pedestrian mobility

F Cirianni, C Monterosso, P Panuccio… - Smart and Sustainable …, 2018 - Springer
In the previous decade, the European Commission, among its policies to increase
sustainability and the quality of life in European cities, has introduced the Sustainable Urban …

[PDF][PDF] Environmental modeling for traffic noise in urban area

F Cirianni, G Leonardi - American Journal of Environmental Sciences, 2012 - academia.edu
Traffic noise can be classified among the worst factors in terms of damage to people's health
and wellbeing. The trend of noise pollution modeling variable from the smart result of classic …

[PDF][PDF] Research Article Reduction of Train-induced Vibrations by using Barriers

G Leonardi, M Buonsanti - Research Journal of Applied …, 2014 - pdfs.semanticscholar.org
The problem of the ground-borne vibration caused by high speed trains has received
considerable attention in recent years, due to the effects of vibration on buildings, in terms of …

[PDF][PDF] Dynamic modelling of freight wagon with modified bogies

M Buonsanti, G Leonardi - European Journal of Scientific Research, 2012 - academia.edu
The problem of the ground-borne vibrations caused by trains has received considerable
attention in recent years, due to the effects it can have on buildings, and on the population …

[图书][B] Sistema de predicción de ruido urbano mediante redes neuronales

N Genaro García - 2014 - digibug.ugr.es
La doctoranda Natalia Genaro García y los directores de la tesis Ignacio Requena Ramos y
Montserrat Zamorano Toro garantizamos, al firmar esta tesis doctoral, que el trabajo ha sido …

Probabilistic model for urban traffic noise analyses using real sound signals

ICM Guedes, SR Bertoli, J Montalvão - Ambiente Construído, 2023 - SciELO Brasil
Vehicular traffic is pointed out as a major source of urban noise pollution today. In this paper,
we evaluated the precision of a new probabilistic model for urban traffic noise analyses. The …