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Research article

First published 2023-12

Active learning sample selection based on multicriteria

Zhonghai He, Kun Shen, Xiaofang Zhang

Journal of Near Infrared Spectroscopy

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Research article

First published 2017-2-22

Active learning with uncertainty sampling for large scale activity recognition in smart homes

Hande Alemdar, T.L.M. van Kasteren, Cem Ersoy

Journal of Ambient Intelligence and Smart Environments

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Research article

First published 2021-2

Uncertainty query sampling strategies for active learning of named entity recognition task

Ankit Agrawal, Sarsij Tripathi, Manu Vardhan

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 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 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 2016-1

User-driven sampling strategies in image exploitation

Neal Harvey, Reid Porter

Information Visualization

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Research article

First published 2024-02-14

Active contrastive coding reducing label effort for sensor-based human activity recognition

Zhixin Li, Hao Liu, Zhan Huan [...]

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

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Research article

First published 2025

Fatigue reliability estimation framework for blade-disk based on improved constrained boundary sampling and dual-point enrichment active learning strategy

Guojia Li, Jinxing Li, Bo Tang [...]

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

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Research article

First published 2020-5

An active learning ensemble method for regression tasks

Nikos Fazakis, Georgios Kostopoulos, Stamatis Karlos [...]

Intelligent Data Analysis: An International Journal

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