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Research article

First published 2018-3

Feature clustering dimensionality reduction based on affinity propagation

Yahong Zhang, Yujian Li, Ting Zhang [...]

Intelligent Data Analysis: An International Journal

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 2012-3

Application of diffusion maps to identify human factors of self-reported anomalies in aviation

Chris Andrzejczak, Waldemar Karwowski, Piotr Mikusinski

WORK: A Journal of Prevention,Assessment & Rehabilitation

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Research article

First published 2020-11

Multiclass spectral feature scaling method for dimensionality reduction

Momo Matsuda, Keiichi Morikuni, Akira Imakura [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2007-2

Dimensionality Reduction of near Infrared Spectral Data Using Global and Local Implementations of Principal Component Analysis for Neural Network Calibrations

Igor V. Kovalenko, Glen R. Rippke, Charles R. Hurburgh

Journal of Near Infrared Spectroscopy

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Research article

First published 2025

Perceptual hashing meets Hilbert curves: An innovative dimensionality reduction method for intercity morphological complexity comparison

Zuo Zhang, Yukun Jiang, Meixu Chen [...]

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2018-7

Text Mining in Organizational Research

Vladimer B. Kobayashi, Stefan T. Mol, Hannah A. Berkers [...]

Organizational Research Methods

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Research article

First published 2025-9

FedRAB: Robust federated learning against backdoor attacks based on collaborative defense with smoothing

Xue Tan, Ping Chen

Journal of Computer Security

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Research article

First published 2012-1

On clustering large number of data streams

Zaher Al Aghbari, Ibrahim Kamel, Thuraya Awad

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-7

Filter pruning via feature map clustering

Wei Li, Yongxing He, Xiaoyu Zhang [...]

Intelligent Data Analysis: An International Journal

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