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Open access

Research article

First published 2022-7

Visual cluster separation using high-dimensional sharpened dimensionality reduction

Youngjoo Kim, Alexandru C Telea, Scott C Trager [...]

Information Visualization

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Research article

First published 2003-7

Algorithms for clustering high dimensional and distributed data

Tao Li, Shenghuo Zhu, Mitsunori Ogihara

Intelligent Data Analysis: An International Journal

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Research article

First published 2020-10-07

Incomplete high dimensional data streams clustering

Fatma M. Najib, Rasha M. Ismail, Nagwa L. Badr [...]

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

Open access

Research article

First published 2026

A fast integrative clustering and feature selection approach for high-dimensional multiview data

Abdalkarim Alnajjar, Helen Bian, Zihang Lu

Statistical Methods in Medical Research

Open access

Research article

First published 2025-8

Enhanced Stratified Sampling-Density-Based Spatial Clustering of Applications With Noise (SS-DBSCAN) for High-Dimensional Data

Gloriana Monko, Masaomi Kimura

Data Science

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Research article

First published 2024-5

Fuzzy clustering in high-dimensional spaces: Visualization and performance metrics

Iren Valova, Natacha Gueorguieva, Tony Mai [...]

International Journal of Knowledge-Based and Intelligent Engineering Systems

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Research article

First published 2010-08

Wavelet-Based Functional Clustering for Patterns of High-Dimensional Dynamic Gene Expression

Bong-Rae Kim, Timothy McMurry, Wei Zhao [...]

Journal of Computational Biology

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Research article

First published 2020-08-31

Improved fast partitional clustering algorithm for text clustering

Sebastián Bejos, Ivan Feliciano-Avelino, J. Fco. Martínez-Trinidad [...]

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

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Research article

First published 2010-11

An efficient preprocessing stage for the relationship-based clustering framework

Turgay Tugay Bilgin, Ali Yilmaz Camurcu

Intelligent Data Analysis: An International Journal

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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

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