Advances in principal component analysis : research and development /: research and development. ([2018])

• Record Type: Book
• Further Information: Note: Ganesh R. Naik, editor.
• Editors: Naik, Ganesh R
• Contents: Theory -- Basic principles of PCA -- Geometric Principles of PCA -- Principal components and Correlation -- PCA in Regression analysis matrices -- PCA in cluster analysis -- PCA and factor analysis -- PCA for time series and independent data (ICA) -- Sparse PCA -- Non-negative PCA -- Applications of PCA -- PCA for Electrocardiography (ECG) applications -- PCA for Electroencephalography (EEG) applications -- PCA for Electromyography (EMG) applications -- PCA for bioinformatics and gene expression applications -- PCA for human movement science applications -- PCA for Gait Kinematics for Patients with Knee Osteoarthritis -- Neuroscience and biomedical application of PCA -- PCA applications for Brain Computer Interface (BCI) and motor imagery tasks -- PCA for Image processing applications -- PCA for Video processing applications -- PCA for dimensional reduction applications -- PCA for financial and economics applications.
• Publisher Details: Singapore : Springer
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource, illustrations (some color)
• Subjects: 519.5/354; Principal components analysis; MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Principal components analysis; Electronic books; Electronic book
• Languages: English
• ISBNs: 9789811067044
• Related ISBNs: 981106704X; 9789811067037; 9811067031
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (Ebsco, viewed December 21, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.