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Review article

First published 2025

Enhancing structural damage detection: A comprehensive study on feature engineering and hyperparameters for pattern recognition algorithms

Javad Amanabadi, Touraj Taghikhany, Mohammad Mahdi Alinia

Journal of Vibration and Control

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Research article

First published 2026

Deep learning for high-entropy alloys: Phase prediction and feature interpretability through hyperparameter optimization

Naman Jain, Siddharth Jain, Akarsh Verma

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2023-01-05

Automated evolution of CNN with 3PGA for geographical landmark recognition

Kanishk Bansal, Amar Singh

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

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Research article

First published 2026

Genetic algorithm with adaptive freezing for the simultaneous optimization of selected feature subsets and hyperparameters in backpropagation neural networks

Ping Chun Tsai, Hao Yu Lin

Journal of Vibration and Control

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Research article

First published 2023-10-04

Air quality prediction based on Long Short-Term Memory Model with advanced feature selection and hyperparameter optimization

Huiyong Wu, Tongtong Yang, Harris Wu [...]

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

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Research article

First published 2024-01-10

RETRACTED: A novel hyperparameter tuned deep learning model for power quality disturbance prediction in microgrids with attention based feature learning mechanism

R. Dineshkumar, Anna Alphy, C. Kalaivanan [...]

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

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Research article

First published 2021-3

An optimization strategy for HMI panel recognition of CNC machines using a CNN deep-learning network

Bo Guo, Fu-Shin Lee, Chen-I Lin [...]

Concurrent Engineering

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Research article

First published 2025-12

Optimized short-term wind power forecasting based on a combination feature selection and greater cane rat algorithm

Chunsheng Hu, Haowei Gong, Hao Li [...]

Wind Engineering

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Research article

First published 2025-11

Ship fuel oil consumption prediction at sea and in port considering sustainable maritime industry: A comparative study of machine learning and deep learning approaches

Peixiu Han, Shuhui Li, Zhongbo Liu [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2024-11

Unsupervised damage assessment under varying ambient temperature based on an adjusted artificial neural network and new multivariate covariance-based distances

Ali Nikdel, Hashem Shariatmadar

Structural Health Monitoring

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