Soft-computing techniques for predicting seismic bearing capacity of strip footings in slopes
In this study, various machine learning algorithms, including the minimax probability
machine regression (MPMR), functional network (FN), convolutional neural network (CNN) …
machine regression (MPMR), functional network (FN), convolutional neural network (CNN) …
Health effects of noise and application of machine learning techniques as prediction tools in noise induced health issues: a systematic review
Transportation noise is a widespread environmental problem in today's society. The
continuous movement of different vehicles on urban roads is the primary cause of such …
continuous movement of different vehicles on urban roads is the primary cause of such …
Traffic noise prediction model using GIS and ensemble machine learning: a case study at Universiti Teknologi Malaysia (UTM) Campus
This study represents a pioneering effort to integrate geographic information systems (GIS)
and ensemble machine learning methods to predict noise levels on a university campus …
and ensemble machine learning methods to predict noise levels on a university campus …
Modelling traffic noise-induced annoyance at intersections and its association with psychological health
This study develops a model to examine traffic noise-induced annoyance and its mediating
effect on the psychological health of shopkeepers and workers at intersections in mid-sized …
effect on the psychological health of shopkeepers and workers at intersections in mid-sized …
Investigation on multiple traffic noise near an airport and their effect on nearby residents
Q Liu, K Gao, L Song, L Liu, Y Luo - Scientific Reports, 2024 - nature.com
This study investigates the impact of the noise radiated from airplanes, urban rail transit,
high-speed railways, and urban roads on residents near an airport. The results showed that …
high-speed railways, and urban roads on residents near an airport. The results showed that …
Predictive noise annoyance and noise-induced health effects models for road traffic noise in NCT of Delhi, India
The present study analyzed the effect of noise annoyance due to road traffic based on a
comprehensive socio-acoustics survey at a large number of sites in the NCT of Delhi. This …
comprehensive socio-acoustics survey at a large number of sites in the NCT of Delhi. This …
Evaluating the influence of road construction on landslide susceptibility in Saudi Arabia's mountainous terrain: a Bayesian-optimised deep learning approach with …
In the mountainous region of Asir region of Saudi Arabia, road construction activities are
closely associated with frequent landslides, posing significant risks to both human life and …
closely associated with frequent landslides, posing significant risks to both human life and …
Assessment and Map** of Noise Pollution Levels in Bus Stands: A Case Study of Haryana State, India
Traffic noise is a detrimental consequence of heavy urbanisation that has a negative effect
on the people. The present study focuses on the measurement and map** of noise levels …
on the people. The present study focuses on the measurement and map** of noise levels …
[PDF][PDF] Traffic Noise Modeling under Mixed Traffic Condition in Mid-Sized Indian City: A Linear Regression and Neural Network-Based Approach.
Noise pollution is a significant concern in urban settings, caused by traffic increases, urban
expansion, and industrial activity. The transportation sector is a crucial contributor to overall …
expansion, and industrial activity. The transportation sector is a crucial contributor to overall …
[PDF][PDF] Statistical analysis based on a two-staged SEM-SVM approach for environmental noise annoyance prediction and identification of influencing factors.
BACKGROUND AND OBJECTIVES: Noise pollution is an environmental stressor that is
mainly caused due to heavy transportation in urban scenarios. Traffic noise is a growing …
mainly caused due to heavy transportation in urban scenarios. Traffic noise is a growing …