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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 2023-2

Fuzzy clustering based classifier for extraction of individualities from high dimension low sample size data

Mika Sato-Ilic

Intelligent Decision Technologies

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Research article

First published 2019

Dimension reduction of high-dimensional dataset with missing values

Ran Zhang, Bin Ye, Peng Liu

Journal of Algorithms & Computational Technology

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Research article

First published 2025-10

Efficient estimation of the number of clusters for high-dimension data

Spiridon Kasapis, Geng Zhang, Jonathon M Smereka [...]

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

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Research article

First published 2013-10

Some considerations of classification for high dimension low-sample size data

Lingsong Zhang, Xihong Lin

Statistical Methods in Medical Research

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Research article

First published 2011-3

Comparison of Multivariate Data Analysis Strategies for High-Content Screening

Anne Kümmel, Paul Selzer, Martin Beibel [...]

Journal of Biomolecular Screening

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Research article

First published 2023-6

Canonical correlation analysis in high dimensions with structured regularization

Elena Tuzhilina, Leonardo Tozzi, Trevor Hastie

Statistical Modelling

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Brief report

First published 2024-11

If EQ-5D-5L Mobility Dimension Ratings Are High,Is Life-Space Assessment a Clinically Sensible Next Step? Data from a Population Survey

Slavica Kochovska, Sungwon Chang, Jane L. Phillips [...]

Journal of Palliative Medicine

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Research article

First published 2026

Adaptive weight scaling feature selection for minority-class recognition in imbalanced text corpora

Ahmad Naufal Jamri, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar

Intelligent Data Analysis: An International Journal

Free access

Research article

First published 2016-5

Fractal-Based Methods as a Technique for Estimating the Intrinsic Dimensionality of High-Dimensional Data: A Survey

Rasa Karbauskaitė, Gintautas Dzemyda

Informatica: An International Journal of Computing and Informatics

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