Missing Data Imputation for Operation Data of Transformer Based on Functional Principal Component Analysis and Wavelet Transform

Intelligent Computing Methodologies - Lecture Notes in Computer Science ◽

10.1007/978-3-030-26766-7_51 ◽

2019 ◽

pp. 555-567

Author(s):

Jiafeng Qin ◽

Yi Yang ◽

Zijing Hong ◽

Hongyi Du

Keyword(s):

Principal Component Analysis ◽

Wavelet Transform ◽

Missing Data ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Data Imputation ◽

Missing Data Imputation ◽

Functional Principal Component

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Missing data imputation via the expectation-maximization algorithm can improve principal component analysis aimed at deriving biomarker profiles and dietary patterns

Nutrition Research ◽

10.1016/j.nutres.2020.01.001 ◽

2020 ◽

Vol 75 ◽

pp. 67-76 ◽

Author(s):

Linda Malan ◽

Cornelius M. Smuts ◽

Jeannine Baumgartner ◽

Cristian Ricci

Keyword(s):

Principal Component Analysis ◽

Missing Data ◽

Dietary Patterns ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Principal Component ◽

Component Analysis ◽

Data Imputation ◽

Missing Data Imputation

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Symbolic missing data imputation in principal component analysis

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.10101 ◽

2011 ◽

Vol 4 (2) ◽

pp. 171-183 ◽

Author(s):

Paola Zuccolotto

Keyword(s):

Principal Component Analysis ◽

Missing Data ◽

Principal Component ◽

Component Analysis ◽

Data Imputation ◽

Missing Data Imputation

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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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