Statistical monitoring of image data using multi-channel functional principal component analysis

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2021.1986539 ◽

2021 ◽

pp. 1-18

Author(s):

Dariush Eslami ◽

Hamidreza Izadbakhsh ◽

Orod Ahmadi ◽

Marzieh Zarinbal

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Statistical Monitoring ◽

Functional Principal Component

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Spatial functional principal component analysis with applications to brain image data

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2018.11.004 ◽

2019 ◽

Vol 170 ◽

pp. 263-274 ◽

Author(s):

Yingxing Li ◽

Chen Huang ◽

Wolfgang K. Härdle

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Brain Image ◽

Functional Principal Component

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Spatial Functional Principal Component Analysis with Applications to Brain Image Data

SSRN Electronic Journal ◽

10.2139/ssrn.3085853 ◽

2017 ◽

Author(s):

Yingxing Li ◽

Chen Huang ◽

Wolfgang K. HHrdle

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Brain Image ◽

Functional Principal Component

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Spectral-Spatial Classification of Hyperspectral Image Using Improved Functional Principal Component Analysis

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3089278 ◽

2021 ◽

pp. 1-5

Author(s):

Feng Xue ◽

Falong Tan ◽

Zhijing Ye ◽

Jiaqing Chen ◽

Yantao Wei

Keyword(s):

Principal Component Analysis ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Spatial Classification ◽

Functional Principal Component

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Sparse and Robust Multivariate Functional Principal Component Analysis for Passenger Flow Pattern Discovery in Metro Systems

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3078816 ◽

2021 ◽

pp. 1-13

Author(s):

Kai Wang ◽

Fugee Tsung

Keyword(s):

Principal Component Analysis ◽

Flow Pattern ◽

Pattern Discovery ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Passenger Flow ◽

Functional Principal Component ◽

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Erratum to “Data‐driven dimension reduction in functional principal component analysis identifying the change‐point in functional data”

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11510 ◽

2021 ◽

Keyword(s):

Principal Component Analysis ◽

Dimension Reduction ◽

Functional Data ◽

Change Point ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Data Driven ◽

Functional Principal Component

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Dynamic prediction of disease processes based on recurrent history and functional principal component analysis of longitudinal biomarkers: Application for ovarian epithelial cancer

Statistics in Medicine ◽

10.1002/sim.8885 ◽

2021 ◽

Author(s):

Yizhou Hong ◽

Liwen Su ◽

Siyi Song ◽

Fangrong Yan

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Epithelial Cancer ◽

Dynamic Prediction ◽

Functional Principal Component ◽

Ovarian Epithelial Cancer

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Functional principal component analysis of fMRI data

Human Brain Mapping ◽

10.1002/hbm.20074 ◽

2004 ◽

Vol 24 (2) ◽

pp. 109-129 ◽

Author(s):

Roberto Viviani ◽

Georg Grön ◽

Manfred Spitzer

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Fmri Data ◽

Functional Principal Component

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Early diagnosis of Alzheimer’s disease on ADNI data using novel longitudinal score based on functional principal component analysis

Journal of Medical Imaging ◽

10.1117/1.jmi.8.2.024502 ◽

2021 ◽

Vol 8 (02) ◽

Author(s):

Haolun Shi ◽

Da Ma ◽

Yunlong Nie ◽

Mirza Faisal Beg ◽

Jian Pei ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Principal Component Analysis ◽

Early Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Functional Principal Component

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Functional principal component analysis for identifying multivariate patterns and archetypes of growth, and their association with long-term cognitive development

PLoS ONE ◽

10.1371/journal.pone.0207073 ◽

2018 ◽

Vol 13 (11) ◽

pp. e0207073 ◽

Author(s):

Kyunghee Han ◽

Pantelis Z. Hadjipantelis ◽

Jane-Ling Wang ◽

Michael S. Kramer ◽

Seungmi Yang ◽

...

Keyword(s):

Principal Component Analysis ◽

Cognitive Development ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Functional Principal Component

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Describing the concentration of income populations by functional principal component analysis on Lorenz curves

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2018.09.005 ◽

2019 ◽

Vol 170 ◽

pp. 10-24 ◽

Author(s):

Enea G. Bongiorno ◽

Aldo Goia

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Lorenz Curves ◽

Functional Principal Component

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