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Research article

First published 2021-09-15

Neural networks trained with high-dimensional functions approximation data in high-dimensional space

Jian Zheng, Jianfeng Wang, Yanping Chen [...]

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

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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 2017-6

A bisection-sampling-based support vector regression–high-dimensional model representation metamodeling technique for high-dimensional problems

Yaping Ju, Geoff Parks, Chuhua Zhang

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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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

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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 2019-1

High-dimensional data analysis with subspace comparison using matrix visualization

Junpeng Wang, Xiaotong Liu, Han-Wei Shen

Information Visualization

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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

Open access

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 2016-10

Multiple imputation in the presence of high-dimensional data

Yize Zhao, Qi Long

Statistical Methods in Medical Research

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Research article

First published 2021-1

Random forests for high-dimensional longitudinal data

Louis Capitaine, Robin Genuer, Rodolphe Thiébaut

Statistical Methods in Medical Research

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