Efficient Iterative Dynamic Kernel Principal Component Analysis Monitoring Method for the Batch Process with Super-large-scale Data Sets

ACS Omega ◽

10.1021/acsomega.0c06039 ◽

2021 ◽

Author(s):

Yajun Wang ◽

Hongli Yu ◽

Xiaohui Li

Keyword(s):

Principal Component Analysis ◽

Large Scale ◽

Principal Component ◽

Batch Process ◽

Kernel Principal Component Analysis ◽

Data Sets ◽

Monitoring Method ◽

Large Scale Data ◽

Scale Data ◽

Large Scale Data Sets

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Compound dimensionality reduction based multi-dynamic kernel principal component analysis monitoring method for batch process with large-scale data sets

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-179421 ◽

2020 ◽

Vol 38 (1) ◽

pp. 471-480 ◽

Cited By ~ 1

Author(s):

Yajun Wang ◽

Fuming Sun ◽

Xiaohui Li

Keyword(s):

Principal Component Analysis ◽

Large Scale ◽

Principal Component ◽

Batch Process ◽

Kernel Principal Component Analysis ◽

Data Sets ◽

Monitoring Method ◽

Large Scale Data ◽

Scale Data ◽

Large Scale Data Sets

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Fuzzy clustering of large-scale data sets using Principal Component Analysis

2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) ◽

10.1109/fuzzy.2011.6007435 ◽

2011 ◽

Cited By ~ 1

Author(s):

Olfa Arfaoui ◽

Minyar Sassi

Keyword(s):

Principal Component Analysis ◽

Fuzzy Clustering ◽

Large Scale ◽

Principal Component ◽

Component Analysis ◽

Data Sets ◽

Large Scale Data ◽

Scale Data ◽

Large Scale Data Sets

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Matrix-based Kernel Principal Component analysis for large-scale data set

2009 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2009.5178692 ◽

2009 ◽

Cited By ~ 3

Author(s):

Weiya Shi ◽

Yue-Fei Guo ◽

Xiangyang Xue

Keyword(s):

Principal Component Analysis ◽

Large Scale ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Data Set ◽

Large Scale Data ◽

Scale Data

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An Improved Kernel Principal Component Analysis for Large-Scale Data Set

Advances in Neural Networks - ISNN 2010 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-13318-3_2 ◽

2010 ◽

pp. 9-16 ◽

Cited By ~ 1

Author(s):

Weiya Shi ◽

Dexian Zhang

Keyword(s):

Principal Component Analysis ◽

Large Scale ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Data Set ◽

Large Scale Data ◽

Scale Data

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Kernel Principal Component Analysis for Large Scale Data Set

Lecture Notes in Computer Science - Intelligent Computing ◽

10.1007/11816157_91 ◽

2006 ◽

pp. 745-756 ◽

Cited By ~ 1

Author(s):

Haixian Wang ◽

Zilan Hu ◽

Yu’e Zhao

Keyword(s):

Principal Component Analysis ◽

Large Scale ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Data Set ◽

Large Scale Data ◽

Scale Data

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Efficient Kernel Principal Component Analysis Algorithm for Large-Scale Data Set

Journal of Software ◽

10.3724/sp.j.1001.2009.03391 ◽

2009 ◽

Vol 20 (8) ◽

pp. 2153-2159 ◽

Cited By ~ 5

Author(s):

Wei-Ya SHI ◽

Yue-Fei GUO ◽

Xiang-Yang XUE

Keyword(s):

Principal Component Analysis ◽

Large Scale ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Data Set ◽

Analysis Algorithm ◽

Large Scale Data ◽

Principal Component Analysis Algorithm ◽

Scale Data

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Incomplete Cholesky decomposition based kernel principal component analysis for large-scale data set

The 2010 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2010.5596786 ◽

2010 ◽

Author(s):

Weiya Shi ◽

Yue-Fei Guo

Keyword(s):

Principal Component Analysis ◽

Large Scale ◽

Principal Component ◽

Cholesky Decomposition ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Data Set ◽

Large Scale Data ◽

Incomplete Cholesky Decomposition ◽

Scale Data

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Faculty Opinions recommendation of Comparative assessment of large-scale data sets of protein-protein interactions.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.1006598.82257 ◽

2002 ◽

Author(s):

Rob Russell

Keyword(s):

Protein Interactions ◽

Large Scale ◽

Comparative Assessment ◽

Data Sets ◽

Protein Protein Interactions ◽

Large Scale Data ◽

Scale Data ◽

Large Scale Data Sets

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Pattern Recognition in Large-Scale Data Sets: Application in Integrated Circuit Manufacturing

Big Data Analytics - Lecture Notes in Computer Science ◽

10.1007/978-3-319-03689-2_13 ◽

2013 ◽

pp. 185-196 ◽

Cited By ~ 1

Author(s):

Choudur K. Lakshminarayan ◽

Michael I. Baron

Keyword(s):

Pattern Recognition ◽

Integrated Circuit ◽

Large Scale ◽

Data Sets ◽

Integrated Circuit Manufacturing ◽

Large Scale Data ◽

Scale Data ◽

Large Scale Data Sets

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WebViz: A Web-Based Collaborative Interactive Visualization System for Large-Scale Data Sets

Lecture Notes in Earth System Sciences - GPU Solutions to Multi-scale Problems in Science and Engineering ◽

10.1007/978-3-642-16405-7_37 ◽

2013 ◽

pp. 587-606 ◽

Cited By ~ 2

Author(s):

Yichen Zhou ◽

Robin M. Weiss ◽

Elizabeth McArthur ◽

David Sanchez ◽

Xiang Yao ◽

...

Keyword(s):

Large Scale ◽

Interactive Visualization ◽

Data Sets ◽

Web Based ◽

Visualization System ◽

Large Scale Data ◽

Scale Data ◽

Large Scale Data Sets

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