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Research article

First published 2019-8

Drivability evaluation model using principal component analysis and optimized extreme learning machine

Wei Huang, Hai Jiang Liu, Yi Fei Ma

Journal of Vibration and Control

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Research article

First published 2025

Enhancing car evaluation classification through machine learning models and metaheuristic optimization algorithms

Jinglin He, Tao Feng, Zhengyi Hu

Intelligent Decision Technologies

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Research article

First published 2025

Modeling and optimization of the declineation angle generated by abrasive waterjet multi-pass and forward angling cuttings using machine learning

Imene Rogai, Izzet Karakurt, Gokhan Aydin [...]

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2022-11

Structural deformation prediction model based on extreme learning machine algorithm and particle swarm optimization

Shouyan Jiang, Linxin Zhao, Chengbin Du

Structural Health Monitoring

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Research article

First published 2025

Optimization and predictive modeling of weld nugget size in resistance spot welding of HSLA-65 steel using finite-element simulation and machine learning

Vinayak Gurav, Divya Shrivastava

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

Open access

Research article

First published 2026-4

An enhanced machine learning-based rapid visual screening framework for low-rise RC buildings considering model uncertainty and decision threshold optimization

Niloofar Elyasi, Eugene Kim

Advances in Structural Engineering

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Research article

First published 2026-2

Hyperparameter optimization approaches to improve the performance of machine learning models for cardiovascular risk prediction

Eduardo Sánchez-Jiménez, Alejandra Cuevas-Chávez, Yasmín Hernández [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2025-2

Simulation-Based Optimization for Vertiport Location Selection: A Surrogate Model With Machine Learning Method

Xuan Jiang, Shangqing Cao, Baichuan Mo [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026-3

Evaluation of machine learning models for optimization of internal combustion engines: A comparative study

David Sebastian Pérez-Gordillo, César Augusto Solano-Corzo, Sebastian Camilo Tovar-Pedraza [...]

International Journal of Engine Research

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Research article

First published 2019-11-22

Market fluctuation and agricultural insurance forecasting model based on machine learning algorithm of parameter optimization

Cheng Wei, Li Dan

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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