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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 2013-1

Quality-based guidance for exploratory dimensionality reduction

Sara Johansson Fernstad, Jane Shaw, Jimmy Johansson

Information Visualization

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

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 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 2021-04-22

Dimensionality reduction for tensor data based on projection distance minimization and hilbert-schmidt independence criterion maximization 1

Weichao Gan, Zhengming Ma, Shuyu Liu

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

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Research article

First published 2019-06-11

HSIC regularized manifold learning

Xinghua Zheng, Zhengming Ma, Hanjian Che [...]

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

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Research article

First published 2020-07-17

HIBoost: A hubness-aware ensemble learning algorithm for high-dimensional imbalanced data classification

Qin Wu, Yaping Lin, Tuanfei Zhu [...]

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

Open access

Research article

First published 2012-9

Distance Adaptive Tensor Discriminative Geometry Preserving Projection for Face Recognition

Ziqiang Wang, Xia Sun, Lijun Sun

International Journal of Advanced Robotic Systems

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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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