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Research article

First published 2016-11

A novel concept drift detection method in data streams using ensemble classifiers

Mahdie Dehghan, Hamid Beigy, Poorya ZareMoodi

Intelligent Data Analysis: An International Journal

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Research article

First published 2014-5

Detecting concept drift: An information entropy based method using an adaptive sliding window

Lei Du, Qinbao Song, Xiaolin Jia

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-10

Concept drift detection and visualization with shifting window

Honorius Gâlmeanu, Răzvan Andonie

Information Visualization

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Research article

First published 2021-11

Heuristic ensemble for unsupervised detection of multiple types of concept drift in data stream classification

Hanqing Hu, Mehmed Kantardzic

Intelligent Decision Technologies

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Research article

First published 2017-1-30

Parallel dynamic data-driven model for concept drift detection and prediction

Szu-Yin Lin, Yao-Ching Chiu, Jacek Lewandowski [...]

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

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Research article

First published 2011-9

Classifying evolving data streams with partially labeled data

Hanen Borchani, Pedro Larrañaga, Concha Bielza

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-2

A method for fault diagnosis in evolving environment using unlabeled data

Yang Hu, Piero Baraldi, Francesco Di Maio [...]

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

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Research article

First published 2012-9

Tracking recurrent concepts using context

João Bártolo Gomes, Pedro A.C. Sousa, Ernestina Menasalvas

Intelligent Data Analysis: An International Journal

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Research article

First published 2008-2

An Efficient and Sensitive Decision Tree Approach to Mining Concept-Drifting Data Streams

Cheng-Jung Tsai, Chien-I Lee, Wei-Pang Yang

Informatica: An International Journal of Computing and Informatics

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Research article

First published 2016-3

Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers

Hanen Borchani, Pedro Larrañaga, João Gama [...]

Intelligent Data Analysis: An International Journal

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