Sage Journals: Discover world-class research

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Research article

First published 2026

Predicting piezoelectric ceramic quality from indirect sintering indicators using an integrated Bayesian optimization and LightGBM framework

Fei He, Shan Wan, Zhiyi Weng [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2025

Prediction of slab surface longitudinal crack based on resampling and the Bayesian optimisation of LightGBM

Xinyao Wang, Fei He, Yan Yu [...]

Ironmaking & Steelmaking: Processes,Products and Applications

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Research article

First published 2024-01-10

Automatic detection of epileptic seizure using machine learning-based IANFIS-LightGBM system

D. Saranya, A. Bharathi

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

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Research article

First published 2025-5

Analysis of following vehicle driver injury severity in rear-end collision on straight road based on LightGBM and SHAP

Tianzheng Wei, Tong Zhu

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025

Public sentiment-based stock selection strategy using the BERT model and LightGBM algorithm

Leqi Wang, Junwei Shen, Chenguang Shen [...]

Journal of Computational Methods in Sciences and Engineering

Open access

Research article

First published 2025-7

Temperature rise of high-speed bearing in gearbox of 5 MW wind turbine based on Bayesian-LightGBM and improved PSO-SVM troubleshooting

Minan Tang, Zhanglong Tao, Jiandong Qiu [...]

Measurement and Control

Open access

Research article

First published 2024-9

A transfer learning-based hybrid model with LightGBM for smart grid short-term energy load prediction

Sarita Simaiya, Mamta Dahiya, Shilpi Tomar [...]

Energy Exploration & Exploitation

Open access

Research article

First published 2024

Predicting dementia in Parkinson's disease on a small tabular dataset using hybrid LightGBM–TabPFN and SHAP

Vinh Quang Tran, Haewon Byeon

DIGITAL HEALTH

Open access

Research article

First published 2024-10

Spoofing attack recognition for GNSS-based train positioning using a BO-LightGBM method

Jiaqi Bi, Jiang Liu, Baigen Cai [...]

Science Progress

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Research article

First published 2024-3

Non-linear and synergistic effects of built environment factors on older adults’ walking behavior: An analysis integrating LightGBM and SHAP

Linchuan Yang, Haosen Yang, Jianqiang Cui [...]

Transactions in Urban Data,Science,and Technology

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