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Research article

First published 2024-3

Time dimension feature extraction and classification of high-dimensional large data streams based on unsupervised learning

Xiaobo Jiang, Yunchuan Jiang, Leping Liu [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2017-1

FERHD: A feasible approach for extracting fuzzy classification rules from high-dimensional data

Homeira Shahparast, Eghbal G. Mansoori

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 2018-2

Bayesian clinical classification from high-dimensional data: Signatures versus variability

Akram Shalabi, Masato Inoue, Johnathan Watkins [...]

Statistical Methods in Medical Research

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Research article

First published 2025

Multivariate Interaction Classification: Testing Representational Independence in High-Dimensional Data

Jongwan Kim, Kimin Eom

Psychological Reports

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Research article

First published 2024-12-27

A novel hybrid butterfly optimization algorithm for feature selection with sine cosine velocity in the high-dimensional classification data

Li Zhang, Xiaobo Chen

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

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Research article

First published 2024-04-18

Classification of high-dimensional imbalanced biomedical data based on spectral clustering SMOTE and marine predators algorithm

Xiwen Qin, Siqi Zhang, Xiaogang Dong [...]

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

Open access

Review article

First published 2014

stepwiseCM: An R Package for Stepwise Classification of Cancer Samples Using Multiple Heterogeneous Data Sets

Askar Obulkasim, Mark A van de Wiel

Cancer Informatics

Open access

Research article

First published 2018-10

Projections as visual aids for classification system design

Paulo E Rauber, Alexandre X Falcão, Alexandru C Telea

Information Visualization

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Research article

First published 2024-3

Application of non parametric Bayesian methods in high dimensional data

Yunqing Xia

Journal of Computational Methods in Sciences and Engineering

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