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First published 2024-6-26

Measuring data drift with the unstable population indicator 1

Marcel R. Haas, Lisette Sibbald

Data Science

Free access

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

Retricted access

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

Retricted access

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

Retricted access

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

Retricted access

Research article

First published 2021-9

ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining

Ritesh Srivastava, Veena Mittal

Intelligent Data Analysis: An International Journal

Retricted access

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

Retricted access

Research article

First published 2017-9

PGNBC: Pearson Gaussian Naïve Bayes classifier for data stream classification with recurring concept drift

D. Kishore Babu, Y. Ramadevi, K.V. Ramana

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2024-9

Snails,time,data: On the politics of mass-digitization and the possibility of data drift

Roos Hopman

Big Data & Society

Open access

Research article

First published 2016-5

Online Ensemble Using Adaptive Windowing for Data Streams with Concept Drift

Yange Sun, Zhihai Wang, Haiyang Liu [...]

International Journal of Distributed Sensor Networks

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