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The Canadian Journal of Chemical Engineering, ISSN 0008-4034, 01/2018, Volume 96, Issue 1, pp. 160 - 170
Journal Article
Practical Assessment, Research and Evaluation, ISSN 1531-7714, 2005, Volume 10, Issue 7, pp. 1 - 9
Exploratory factor analysis (EFA) is a complex, multi-step process. The goal of this paper is..to collect, in one article, information that will allow... 
Factor analysis | PCA
Journal Article
Control Engineering Practice, ISSN 0967-0661, 06/2019, Volume 87, pp. 122 - 132
For industrial chemical process, preliminary-summation-based principal component analysis (PS-PCA), an amended PCA method was recently provided for coping with... 
Process monitoring | Weighted preliminary-summation-based PCA (WPS-PCA) | Generalized central limit theorem (CLT) | Preliminary-summation-based PCA (PS-PCA) | Gaussian verification | Electrical engineering | Information science | Analysis | Gaussian processes | Electric properties
Journal Article
Journal of process control, ISSN 0959-1524, 2018, Volume 61, pp. 1 - 11
•This paper studies the fault detection of nonlinear system using kernel method.•An online monitoring method for extracting the reduced number of measurements... 
Dictionary | Kernel PCA | Fault detection | Dynamic process | Principal component analysis (PCA) | Reduced kernel PCA | DIAGNOSIS | GLRT | CHEMICAL-PROCESSES | PCA | ENGINEERING, CHEMICAL | NEURAL-NETWORKS | COMPLEXITY | FAULT-DETECTION | AUTOMATION & CONTROL SYSTEMS | Equipment and supplies | Algorithms | Image processing | Analysis | Electric properties
Journal Article
Wiley Interdisciplinary Reviews: Computational Statistics, ISSN 1939-5108, 03/2012, Volume 4, Issue 2, pp. 124 - 167
STATIS is an extension of principal component analysis (PCA) tailored to handle multiple data tables that measure sets of variables collected on the same... 
SUM‐PCA | canonical‐STATIS | dual‐STATIS | DISTATIS | multiblock | STATICO | barycentric discriminant analysis, generalized singular value decomposition | partial triadic analysis | STATIS | power‐STATIS | STATIS‐4 | INDSCAL | X‐STATIS | discriminant analysis | correspondence analysis | double‐STATIS | multitable PCA | consensus PCA | multiblock PCA | anisotropic STATIS | RV ‐PCA | co‐inertia analysis | COSTATIS | ANISOSTATIS | COVSTATIS | multidimensional scaling | multiblock barycentric | PTA | principal component analysis | multiple factor analysis | Multiblock barycentric | Anisotropic STATIS | Multitable PCA | Power-STATIS | Multidimensional scaling | Multiple factor analysis | SUM-PCA | Multiblock PCA | Correspondence analysis | X-STATIS | Dual-STATIS | Double-STATIS | STATIS-4 | Multiblock | Discriminant analysis | Co-inertia analysis | Consensus PCA | Canonical-STATIS | Partial triadic analysis | PCA | Barycentric discriminant analysis, generalized singular value decomposition | Principal component analysis | Data analysis | Methodology | Handles | Principal components analysis | Data processing | Statistical methods | Data | Criteria | Batteries | Statistics | Optimization | Variables | Covariance | Analysis | Dimensional analysis | Graphical methods | Scaling | Tables | Framework | Distance | Statistics Theory | Mathematics
Journal Article
Control Engineering Practice, ISSN 0967-0661, 2008, Volume 16, Issue 3, pp. 294 - 307
Journal Article
2008, 1. Aufl., ISBN 9780470695166, xxv, 512
In one complete volume, this essential reference presents an in-depth overview of the theoretical principles and techniques of electrical machine design. This... 
Design and construction | Electric machinery | Rotational motion | Electric generators | Electric motors | Electronics & communications engineering
Book
IEEE Transactions on Cybernetics, ISSN 2168-2267, 2014, Volume 44, Issue 5, pp. 594 - 609
This paper proposes several principal component analysis (PCA) methods based on Lp-norm optimization techniques. In doing so, the objective function is defined... 
PCA-Lp | Gradient | Lp-norm | optimization | principal component analysis (PCA)
Journal Article
Chemometrics and intelligent laboratory systems, ISSN 0169-7439, 2015, Volume 146, pp. 77 - 88
Journal Article
Oncotarget, ISSN 1949-2553, 2017, Volume 9, Issue 3, pp. 3752 - 3764
Journal Article
Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, ISSN 1471-2962, 2016, Volume 374, Issue 2065, p. 20150202
Large datasets are increasingly common and are often difficult to interpret. Principal component analysis (PCA) is a technique for reducing the dimensionality... 
Dimension reduction | Eigenvectors | Multivariate analysis | Palaeontology | SPARSE PCA | palaeontology | dimension reduction | multivariate analysis | MULTIDISCIPLINARY SCIENCES | eigenvectors | 1008 | 144 | 1005 | Review | 175
Journal Article
Pattern recognition letters, ISSN 0167-8655, 2004, Volume 25, Issue 4, pp. 429 - 436
A face recognition algorithm based on modular PCA approach is presented in this paper. The proposed algorithm when compared with conventional PCA algorithm has... 
Modular PCA | Illumination invariance | Face recognition | Pose invariance | PCA | face recognition | pose invariance | modular PCA | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | illumination invariance
Journal Article
Metabolomics, ISSN 1573-3882, 6/2012, Volume 8, Issue S1, pp. 37 - 51
Principal component analysis (PCA) is probably one of the most used methods for exploratory data analysis. However, it may not be always effective when there... 
Life Sciences | Biochemistry, general | Multiblock PCA | Metabolomics | Simulation | Consensus PCA | Experiment design | Molecular Medicine | Developmental Biology | ANOVA-PCA | Biomedicine general | Cell Biology | ENDOCRINOLOGY & METABOLISM | PCA
Journal Article
ACM Transactions on Knowledge Discovery from Data (TKDD), ISSN 1556-4681, 08/2016, Volume 11, Issue 1, pp. 1 - 16
Journal Article