Learning algorithms and applications of principal component analysis

Image Processing and Pattern Recognition - Neural Network Systems Techniques and Applications ◽

10.1016/s1874-5946(98)80032-1 ◽

1998 ◽

pp. 321-352 ◽

Author(s):

Liang-Hwa Chen ◽

Shyang Chang

Keyword(s):

Principal Component Analysis ◽

Learning Algorithms ◽

Principal Component ◽

Component Analysis

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Comparative study of Principal Component Analysis based Intrusion Detection approach using machine learning algorithms

2015 3rd International Conference on Signal Processing, Communication and Networking (ICSCN) ◽

10.1109/icscn.2015.7219853 ◽

2015 ◽

Author(s):

Krupa Joel Chabathula ◽

C. D. Jaidhar ◽

M. A. Ajay Kumara

Keyword(s):

Machine Learning ◽

Principal Component Analysis ◽

Intrusion Detection ◽

Comparative Study ◽

Learning Algorithms ◽

Principal Component ◽

Component Analysis ◽

Machine Learning Algorithms ◽

Detection Approach

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A class of learning algorithms for principal component analysis and minor component analysis

IEEE Transactions on Neural Networks ◽

10.1109/72.822522 ◽

2000 ◽

Vol 11 (1) ◽

pp. 200-204 ◽

Author(s):

Qingfu Zhang ◽

Yiu Wing Leung

Keyword(s):

Principal Component Analysis ◽

Learning Algorithms ◽

Minor Component ◽

Principal Component ◽

Component Analysis ◽

Minor Component Analysis

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Gap‐filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis

Global Change Biology ◽

10.1111/gcb.14845 ◽

2019 ◽

Vol 26 (3) ◽

pp. 1499-1518 ◽

Author(s):

Yeonuk Kim ◽

Mark S. Johnson ◽

Sara H. Knox ◽

T. Andrew Black ◽

Higo J. Dalmagro ◽

...

Keyword(s):

Machine Learning ◽

Principal Component Analysis ◽

Eddy Covariance ◽

Traditional Method ◽

Learning Algorithms ◽

Principal Component ◽

Component Analysis ◽

Machine Learning Algorithms ◽

Gap Filling ◽

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Online learning algorithms for principal component analysis applied on single-lead ECGs

Biomedical Engineering / Biomedizinische Technik ◽

10.1515/bmt-2012-0026 ◽

2013 ◽

Vol 58 (2) ◽

Author(s):

Maik Pflugradt ◽

Steffen Mann ◽

Viktor Feller ◽

Yirong Lu ◽

Reinhold Orglmeister

Keyword(s):

Principal Component Analysis ◽

Online Learning ◽

Learning Algorithms ◽

Principal Component ◽

Component Analysis ◽

Online Learning Algorithms

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On-line Learning Algorithms for extracting respiratory activity from Single Lead ECGs based on Principal Component Analysis

Biomedical Engineering / Biomedizinische Technik ◽

10.1515/bmt-2012-4149 ◽

2012 ◽

Vol 57 (SI-1 Track-L) ◽

Author(s):

Maik Pflugradt ◽

Steffen Mann ◽

Viktor Feller ◽

Reinhold Orglmeister

Keyword(s):

Principal Component Analysis ◽

Respiratory Activity ◽

Learning Algorithms ◽

Principal Component ◽

Component Analysis ◽

On Line ◽

On Line Learning

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A Family of Fuzzy Learning Algorithms for Robust Principal Component Analysis Neural Networks

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2009.2038711 ◽

2010 ◽

Vol 18 (1) ◽

pp. 217-226 ◽

Author(s):

Jian Cheng Lv ◽

Kok Kiong Tan ◽

Zhang Yi ◽

Sunan Huang

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Learning Algorithms ◽

Principal Component ◽

Component Analysis ◽

Robust Principal Component Analysis ◽

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Churn Prediction in Telecom Industry Using Machine Learning Algorithms with K-Best and Principal Component Analysis

Algorithms for Intelligent Systems - Applications of Artificial Intelligence in Engineering ◽

10.1007/978-981-33-4604-8_40 ◽

2021 ◽

pp. 499-507

Author(s):

K. V. Anjana ◽

Siddhaling Urolagin

Keyword(s):

Machine Learning ◽

Principal Component Analysis ◽

Learning Algorithms ◽

Principal Component ◽

Component Analysis ◽

Machine Learning Algorithms ◽

Churn Prediction ◽

Telecom Industry

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A class of learning algorithms for principal component analysis and minor component analysis

IEEE Transactions on Neural Networks ◽

10.1109/72.839022 ◽

2000 ◽

Vol 11 (2) ◽

pp. 529-533 ◽

Author(s):

Q. Zhang ◽

Yiu-Wung Leung

Keyword(s):

Principal Component Analysis ◽

Learning Algorithms ◽

Minor Component ◽

Principal Component ◽

Component Analysis ◽

Minor Component Analysis

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Analysis of Supervised Machine Learning Algorithms for Heart Disease Prediction with Reduced Number of Attributes using Principal Component Analysis

International Journal of Computer Applications ◽

10.5120/ijca2016909231 ◽

2016 ◽

Vol 140 (2) ◽

pp. 27-31 ◽

Author(s):

Ayon Dey ◽

Jyoti Singh ◽

Neeta Singh

Keyword(s):

Machine Learning ◽

Principal Component Analysis ◽

Heart Disease ◽

Learning Algorithms ◽

Principal Component ◽

Component Analysis ◽

Machine Learning Algorithms ◽

Supervised Machine Learning ◽

Disease Prediction

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A Principal Component Analysis Approach for Embedding Local Symmetries into Deep Learning Algorithms

Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops - Lecture Notes in Computer Science ◽

10.1007/978-3-030-55583-2_22 ◽

2020 ◽

pp. 302-314

Author(s):

Pierre-Yves Lagrave

Keyword(s):

Principal Component Analysis ◽

Deep Learning ◽

Learning Algorithms ◽

Principal Component ◽

Component Analysis ◽

Analysis Approach ◽

Local Symmetries

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