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Process Monitoring Based on Independent Component Analysis−Principal Component Analysis (ICA−PCA) and Similarity Factors

Industrial & Engineering Chemistry Research, 2007
Many of the current multivariate statistical process monitoring techniques (such as principal component analysis (PCA) or partial least squares (PLS)) do not utilize the non-Gaussian information of...
Zhiqiang Ge, Zhihuan Song
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Classifying hemodynamics of MR brain perfusion images using independent component analysis (ICA)

Proceedings of the International Joint Conference on Neural Networks, 2003., 2004
Dynamic-susceptibility-contrast MR imaging is a widely used perfusion imaging technique that records signal changes on images caused by the passage of contrast-agent particles in the human brain after a bolus injection of contrast agent. The signal changes over time on different brain tissues represent distinct blood supply patterns and are crucial for
Yu-Te Wu   +5 more
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Real- Time EEG Data Processing Using Independent Component Analysis (ICA)

2022 14th International Conference on Communications (COMM), 2022
Leontin Tuta   +3 more
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Local-ICA: independent component analysis for sources with non-stationary amplitudes

Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005., 2006
Tobias Dahl   +3 more
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Application of Independent Component Analysis (ICA) Methods in EEG Signal Processing

Applied and Computational Engineering
EEG is a non-invasive technique for recording brain activity, valued for its high temporal resolution and low cost. Independent Component Analysis (ICA), a blind source separation method, effectively decomposes EEG signals into independent components.
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Principal Component Analysis (PCA), Factor Analysis and Independent Component Analysis (ICA) in the Analysis of Nutritional Data

2013
Tässä tilastotieteen pro gradu-työssä tarkastellaan Terveys 2000 -tutkimuksen ravitsemus aineistoa. Tavoitteena on löytää ravintotottumuksiltaan poikkeavia ravinto klustereita, joiden välillä ravitsemustottumukset ovat erilaisia. Osana Kansanterveyslaitoksen tekemää Terveys 2000 -tutkimusta kerättiin tietoa suomalaisten ruokailutottumuksista viimeisen ...
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