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Research article

First published 2018-8-26

Prediction of drug-disease treatment relations based on positive and unlabeled samples

Guangsheng Wu, Juan Liu, Wenwen Min

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

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Research article

First published 2023-2

Single-sample Versus Case-control Sampling Scheme for Positive Unlabeled Data: the Story of Two Scenarios

Jan Mielniczuk, Adam Wawrzeczyk

Fundamenta Informaticae

Open access

Research article

First published 2018-5

Sample size and classification error for Bayesian change-point models with unlabelled sub-groups and incomplete follow-up

Simon R White, Graciela Muniz-Terrera, Fiona E Matthews

Statistical Methods in Medical Research

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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 2004-2

Using unlabeled data to improve classification in the naive bayes approach: Application to web searches

Stella M. Salvatierra

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2024-3

Gaussian mixture model sample selection strategy–based active semi-supervised soft sensor for industrial processes

Xing Luo, Qi Lei, Huirui Wang

Transactions of the Institute of Measurement and Control

Open access

Research article

First published 2023-2

A study on spot welding quality judgment of stainless steel plate based on semi-supervised conditional generation adversarial network

Bing Wang

Advances in Mechanical Engineering

Open access

Research article

First published 2023-12

An innovative deep active learning approach for improving unlabeled audio classification by selectively querying informative instance

Mohamed Salama

International Journal of Engineering Business Management

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Research article

First published 2017-9

Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data

Vinicius M.A. Souza, Rafael G. Rossi, Gustavo E.A.P.A. Batista [...]

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2019-12

Deep transfer learning for rolling bearing fault diagnosis under variable operating conditions

Changchang Che, Huawei Wang, Qiang Fu [...]

Advances in Mechanical Engineering

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