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Research article

First published 2019-12-23

Data reduction and stacking for imbalanced data classification

Ireneusz Czarnowski, Piotr Jędrzejowicz

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

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Research article

First published 2017-1-30

Learning from examples with data reduction and stacked generalization

Ireneusz Czarnowski, Piotr Jędrzejowicz

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

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Research article

First published 2021-7

Stacked generalizations in imbalanced fraud data sets using resampling methods

Kathleen R Kerwin, Nathaniel D Bastian

The Journal of Defense Modeling and Simulation: Applications,Methodology,Technology

Open access

Research article

First published 2026-3

From planetary to state-embedded AI stacks: The re-territorialisation of China's data annotation industry

Pengfei Fu, Jian Lin

Big Data & Society

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Research article

First published 2025-4

Predictive Performance of Bayesian Stacking in Multilevel Education Data

Mingya Huang, David Kaplan

Journal of Educational and Behavioral Statistics

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Brief report

First published 2026-1

Stacking the Risks: Fatal Consequences of Anabolic Steroid Misuse and Stacked Substance Use in FAERS Data

Ji Won Heo, Jung Doo Yang, Sun Kyoung Yum [...]

Substance Use & Addiction Journal

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Research article

First published 2022-1

Optimal layout of stacked graph for visualizing multidimensional financial time series data

Yutian He, Hongjun Li

Information Visualization

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Research article

First published 2020-8-5

Using a Genetic Algorithm to optimize a stacking ensemble in data streaming scenarios

Diogo Ramos, Davide Carneiro, Paulo Novais

The European Journal on Artificial Intelligence

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Research article

First published 2023-01-05

Classification of data on stacked autoencoder using modified sigmoid activation function

Arvind Kumar, Sartaj Singh Sodhi

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

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Research article

First published 2026

A knowledge and data collaboration-driven method with modified stacked broad autoencoder for few-shot bearing fault diagnosis

Xin Li, Xinhua Liu, Xiaoyu Zou [...]

Structural Health Monitoring

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