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Research article

First published 2022-3

An automated hypersphere-based healthy subspace method for robust and unsupervised damage detection via random vibration response signals

Vamvoudakis-Stefanou Kyriakos, Fassois Spilios, Sakellariou John

Structural Health Monitoring

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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 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 2016-9

Bag of little bootstraps on features for enhancing classification performance

Haocheng Wang, Fuzhen Zhuang, Xin Jin [...]

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2015-10

Application of Subspace Clustering in DNA Sequence Analysis

Tim Wallace, Ali Sekmen, Xiaofei Wang

Journal of Computational Biology

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Research article

First published 2023-7

Fast truncated SVD of sparse and dense matrices on graphics processors

Andrés E. Tomás, Enrique S. Quintana-Orti, Hartwig Anzt

The International Journal of High Performance Computing Applications

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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

Open access

Research article

First published 2024

Automatic selection model to identify neurodegenerative diseases

Eddy Sánchez-DelaCruz, Cecilia-Irene Loeza-Mejía, César Primero-Huerta [...]

DIGITAL HEALTH

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Research article

First published 2014

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 2019

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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