Principal component analysis networks and algorithms. ([2017])

• Record Type: Book
• Further Information: Note: Xiangyu Kong, Changhua Hu, Zhansheng Duan.
• Authors: Kong, Xiangyu; Hu, Changhua; Duan, Zhansheng
• Contents: Introduction -- Eigenvalue and singular value decomposition -- Principal component analysis neural networks -- Minor component analysis neural networks -- Dual purpose methods for principal and minor component analysis -- Deterministic discrete time system for PCA or MCA methods -- Generalized feature extraction method -- Coupled principal component analysis -- Singular feature extraction neural networks.
• Publisher Details: Singapore : Springer
• Publication Date: 2017
• Extent: 1 online resource
• Subjects: 519.5/354; Principal components analysis; MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Principal components analysis; Engineering; Computational Intelligence; Pattern Recognition; Mathematical Models of Cognitive Processes and Neural Networks; Statistical Theory and Methods; Algorithm Analysis and Problem Complexity; Signal, Image and Speech Processing; Electronic books
• Languages: English
• ISBNs: 9789811029158; 9811029156
• Related ISBNs: 9789811029134; 981102913X
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed January 17, 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.