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Research article

First published 2014-2

Integrating global and local application of random subspace ensemble

Sotiris Kotsiantis

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

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Research article

First published 2014-10

Recognizing driving postures by combined features of contourlet transform and edge orientation histogram,and random subspace classifier ensembles

Chihang Zhao, Xiaozheng Zhang, Yunsheng Zhang [...]

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

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Research article

First published 2014-1

Classification of driver fatigue expressions by combined curvelet features and gabor features,and random subspace ensembles of support vector machines

Chihang Zhao, Jie Lian, Qian Dang [...]

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

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Research article

First published 2019-04-10

Random subspace oracle (RSO) ensemble to solve small sample-sized classification problems

Boon Pin Ooi, Norasmadi Abdul Rahim, Ammar Zakaria [...]

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

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Research article

First published 2022-5

Rotation forest of random subspace models

Stamatios-Aggelos N. Alexandropoulos, Christos K. Aridas, Sotiris B. Kotsiantis [...]

Intelligent Decision Technologies

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Research article

First published 2014-11

Hybrid probabilistic sampling with random subspace for imbalanced data learning

Peng Cao, Dazhe Zhao, Osmar Zaiane

Intelligent Data Analysis: An International Journal

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Research article

First published 2013-7

Diverse accurate feature selection for microarray cancer diagnosis

Nima Hatami, Camelia Chira

Intelligent Data Analysis: An International Journal

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Research article

First published 2016-5

A novel cluster ensemble approach effected by subspace similarity

Sen Xu, Kung-Sik Chan, Tian Zhou [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2012-5

Hybrid random subsample classifier ensemble for high dimensional data sets

Santhosh Pathical, Gursel Serpen

International Journal of Hybrid Intelligent Systems

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Research article

First published 2017-5

Ensembles of classifiers based on dimensionality reduction

Alon Schclar, Lior Rokach, Amir Amit

Intelligent Data Analysis: An International Journal

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