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Research article

First published 2022-11

Unsupervised feature extraction from multivariate time series for outlier detection

Kiyotaka Matsue, Mahito Sugiyama

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-02

An Unsupervised Feature Extraction Approach Based on Self-Expression

Hongchun Qu, Yangqi Zheng, Lin Li [...]

Big Data

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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 2020-08

Evaluation of miRNA Expression Profiles in Schizophrenia Using Principal-Component Analysis-Based Unsupervised Feature Extraction Method

Elİf Pala, Tuba Denkçeken

Journal of Computational Biology

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Research article

First published 2017-8-31

CSFL: A novel unsupervised convolution neural network approach for visual pattern classification

Sadaqat ur Rehman, Shanshan Tu, Yongfeng Huang [...]

The European Journal on Artificial Intelligence

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Research article

First published 2011-11

Detection of Pneumonia in chest X-ray images

N. Ravia Shabnam Parveen, M. Mohamed Sathik

Journal of X-Ray Science and Technology

Open access

Research article

First published 2019-5

A novel deep learning diagnosis scheme for rotating machinery using adaptive local iterative filtering and ensemble hierarchical extreme learning machine

Yu Tian, Xiaohui Lei, Xiaolian Liu [...]

Advances in Mechanical Engineering

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Research article

First published 2020-11

Fast unsupervised learning methods for structural health monitoring with large vibration data from dense sensor networks

Alireza Entezami, Hashem Shariatmadar, Stefano Mariani

Structural Health Monitoring

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Research article

First published 2013-10

Embedded Grey Relation Theory in Hopfield Neural Network

Wei-Yen Hsu

Clinical EEG and Neuroscience

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Research article

First published 2021-7

A hybrid learning strategy for structural damage detection

Lorena Andrade Nunes, Rafaelle Piazzaroli Finotti Amaral, Flávio de Souza Barbosa [...]

Structural Health Monitoring

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