Noise Perturbation in Functional Principal Component Analysis Filtering for Two-Dimensional Correlation Spectroscopy:  Its Theory and Application to Infrared Spectra of a Poly(3-hydroxybutyrate) Thin Film

Infrared Spectra ◽

Principal Component ◽

Component Analysis ◽

Correlation Spectroscopy ◽

Two Dimensional ◽

Noise Perturbation ◽

Supervised two‐dimensional functional principal component analysis with time‐to‐event outcomes and mammogram imaging data

Biometrics ◽

10.1111/biom.13611 ◽

2021 ◽

Author(s):

Shu Jiang ◽

Jiguo Cao ◽

Bernard Rosner ◽

Graham A. Colditz

Keyword(s):

Principal Component ◽

Component Analysis ◽

Two Dimensional ◽

Imaging Data ◽

Time To Event ◽

Comparison of Principal Component Analysis and Generalized Two-Dimensional Correlation Spectroscopy: Spectral Analysis of Synthetic Model System and Near-Infrared Spectra of Milk

Applied Spectroscopy ◽

10.1366/0003702011951399 ◽

2001 ◽

Vol 55 (1) ◽

pp. 29-38 ◽

Cited By ~ 16

Author(s):

Slobodan Šašić ◽

Yukihiro Ozaki

Keyword(s):

Spectral Analysis ◽

Infrared Spectra ◽

Near Infrared ◽

Principal Component ◽

Component Analysis ◽

Model System ◽

Correlation Spectroscopy ◽

Two Dimensional ◽

Near Infrared Spectra

Chemical rank estimation by noise perturbation in functional principal component analysis

The Analyst ◽

10.1039/b205818a ◽

2002 ◽

Vol 128 (1) ◽

pp. 75-81 ◽

Cited By ~ 11

Author(s):

Cheng-Jian Xu ◽

Yi-Zeng Liang ◽

Yang Li ◽

Yi-Ping Du

Keyword(s):

Principal Component ◽

Component Analysis ◽

Rank Estimation ◽

Noise Perturbation ◽

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):

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Spatial Classification ◽

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):

Flow Pattern ◽

Pattern Discovery ◽

Principal Component ◽

Component Analysis ◽

Passenger Flow ◽

Functional Principal Component ◽

Metro Systems

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):

Dimension Reduction ◽

Functional Data ◽

Change Point ◽

Principal Component ◽

Component Analysis ◽

Data Driven ◽

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 ◽

Component Analysis ◽

Epithelial Cancer ◽

Dynamic Prediction ◽

Functional Principal Component ◽

Ovarian Epithelial Cancer

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 ◽

Component Analysis ◽

Fmri Data ◽

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 ◽

Early Diagnosis ◽

Principal Component ◽

Component Analysis ◽

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):

Cognitive Development ◽

Principal Component ◽

Component Analysis ◽