Multi-label dimensionality reduction. ([2014])

• Record Type: Book
• Further Information: Note: Liang Sun, Shuiwang Ji, and Jieping Ye.
• Authors: Sun, Liang; Ji, Shuiwang; Ye, Jieping
• Contents: 1. Introduction -- 2. Partial least squares -- 3. Canonical correlation analysis -- 4. Hypergraph spectral learning -- 5. A scalable two-stage approach for dimensionality reduction -- 6. A shared-subspace learning framework -- 7. Joint dimensionality reduction and classification -- 8. Nonlinear dimensionality reduction : algorithms and applications.
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2014
• Copyright Date: 2014
• Extent: 1 online resource
• Subjects: 006.31; Dimension reduction (Statistics); Dimensional analysis; COMPUTERS -- General; Dimension reduction (Statistics); Dimensional analysis; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781439806166; 1439806160; 9781439806159; 1439806152
• Notes: Note: Includes bibliographical references (pages 167-189) and index.
• 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.