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 …

Development of hybrid models for shear resistance prediction of grouped stud connectors in concrete using improved metaheuristic optimization techniques

J Zhu, AIB Farouk - Structures, 2023 - Elsevier
Shear connectors are essential in ensuring a composite action in steel–concrete structures.
An accurate estimation of the shear resistance of group stud connectors (GSC) is crucial for …

A Hybrid Soft Computing Approach for Prediction of Cloud-Based Learning Management Systems Determinants

YB Mohammed, N Cavus, A Ya'u Gital… - … Journal of Human …, 2024 - Taylor & Francis
A robust, accurate and reliable approach is essential for not only examining people's
acceptance of cloud-based learning management systems in developing nations but also for …

Hybridization of deep learning, nonlinear system identification and ensemble tree intelligence algorithms for pan evaporation estimation

G Gelete, ZM Yaseen - Journal of Hydrology, 2024 - Elsevier
A reliable pan evaporation (E pan) estimation over a daily scale is vital for sustainable water
and agriculture management, especially for designing water use allocations, irrigation …

An Intelligent Approach for Predicting Mechanical Properties of High-Volume Fly Ash (HVFA) Concrete

M Adamu, A Çolak, I Umar, Y Ibrahim… - Civil Engineering …, 2023 - avesis.ticaret.edu.tr
Plastic waste (PW) is a major soild waste, which its generation continues to increase
globally year in and year out. Proper management of the PW is still a challenge due to its …

Development of Artificial Intelligence Based Safety Performance Measures for Urban Roundabouts

F Alanazi, IK Umar, SI Haruna, M El-Kady, A Azam - Sustainability, 2023 - mdpi.com
A reliable model for predicting crash frequency at roundabouts is an essential tool for
evaluating the safety measures of a roundabout. This study developed a hybrid PSO-ANN …

Traffic noise modelling at intersections in mid-sized cities: an artificial neural network approach

A Yadav, M Parida, P Choudhary, B Kumar… - Environmental Monitoring …, 2024 - Springer
Traffic noise has emerged as one major environmental concern, which is causing a severe
impact on the health of urban dwellers. This issue becomes more critical near intersections …

A modeling approach for suitability evaluation of traffic noise prediction under mixed traffic situation in mid-sized Indian cities

R Patel, PK Singh, S Saw - Innovative Infrastructure Solutions, 2024 - Springer
An efficient traffic noise prediction model is a decision-making tool for creating a peaceful
environment. Despite the escalating concerns regarding traffic noise in India, limited …

Short-term traffic flow prediction in heterogeneous traffic conditions using Gaussian process regression

Bharti, B Naheliya, K Kumar - International Journal of Information …, 2024 - Springer
In recent decades, there has been substantial population growth, leading to a higher volume
of vehicles on the roadways. This has contributed to traffic congestion issues, affecting not …