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Research article

First published 2024-3

An active learning method for crack detection based on subset searching and weighted sampling

Zhengliang Xiang, Xuhui He, Yunfeng Zou [...]

Structural Health Monitoring

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Research article

First published 2022-9

Small sample and efficient crop pest recognition method based on transfer learning and data transformation

Qingfeng Wei, Huan Li, Changshou Luo [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2023-8

An active learning Kriging-based method combining the weight information entropy function and the adaptive candidate sample pool

Jingkui Li, Wenqi Liu, Yan Zhou [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2025-12

Application of a Machine Learning–Based Sampling Method in Extreme Value Theory for Crash Risk Estimation of a Freeway Segment

Md Israt Khan, Md Tanvir Ashraf, Kakan Dey [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2023-9

LA-Net: LSTM and attention based point cloud down-sampling and its application

Yunhan Lin, Tong Liu, Yi Zhang [...]

Measurement and Control

Free access

Research article

First published 2022-10

Image recognition of limited and imbalanced samples based on transfer learning methods for defects in welds

Zaifang Zhang, Wei Liu, Xiwu Sun

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

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Research article

First published 2025-9

A transformer fault diagnosis method for small-sample imbalanced data based on self-supervised representation learning

Meng Guo, Haoyu Liu, Yanfei Sun [...]

Intelligent Decision Technologies

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Research article

First published 2018-10-27

Safe semi-supervised classification algorithm combined with active learning sampling strategy

Jianhua Zhao, Ning Liu, A. Malov

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

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Research article

First published 2022-10

Comparison of sex determination using three methods applied to the greater sciatic notch of os coxae in a Thai population: Dry bone morphology,2-dimensional photograph morphometry,and deep learning artificial neural network

Pittayarat Intasuwan, Patison Palee, Apichat Sinthubua [...]

Medicine,Science and the Law

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Research article

First published 2012-9

Improving multi-view semi-supervised learning with agreement-based sampling

Jin Huang, Jelber Sayyad-Shirabad

Intelligent Data Analysis: An International Journal

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