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Functional principal component analysis of spatially correlated data
Statistics and Computing
◽
10.1007/s11222-016-9708-4
◽
2016
◽
Vol 27
(6)
◽
pp. 1639-1654
◽
Cited By ~ 12
Author(s):
Chong Liu
◽
Surajit Ray
◽
Giles Hooker
Keyword(s):
Principal Component Analysis
◽
Principal Component
◽
Component Analysis
◽
Correlated Data
◽
Functional Principal Component Analysis
◽
Spatially Correlated
◽
Functional Principal Component
◽
Spatially Correlated Data
Download Full-text
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References
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
Download Full-text
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
◽
Metro Systems
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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
Download Full-text
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
Download Full-text
Functional principal component analysis of fMRI data
Human Brain Mapping
◽
10.1002/hbm.20074
◽
2004
◽
Vol 24
(2)
◽
pp. 109-129
◽
Cited By ~ 92
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
Download Full-text
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
Download Full-text
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
◽
Cited By ~ 6
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
Download Full-text
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
◽
Cited By ~ 4
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
Download Full-text
Fourier Spectral Domain Functional Principal Component Analysis of EEG Signals
Lecture Notes in Computer Science - Pattern Recognition Applications and Methods
◽
10.1007/978-3-030-40014-9_1
◽
2020
◽
pp. 3-22
Author(s):
Shengkun Xie
◽
Anna T. Lawniczak
Keyword(s):
Principal Component Analysis
◽
Principal Component
◽
Component Analysis
◽
Functional Principal Component Analysis
◽
Spectral Domain
◽
Eeg Signals
◽
Functional Principal Component
◽
Domain Functional
Download Full-text
Functional Principal Component Analysis for Derivatives of Multivariate Curves
Statistica Sinica
◽
10.5705/ss.202017.0199
◽
2018
◽
Cited By ~ 1
Author(s):
Maria Grith
◽
Heiko Wagner
◽
Wolfgang K. Härdle
◽
Alois Kneip
Keyword(s):
Principal Component Analysis
◽
Principal Component
◽
Component Analysis
◽
Functional Principal Component Analysis
◽
Functional Principal Component
◽
Derivatives Of
Download Full-text
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