Understanding complex datasets : data mining with matrix decompositions /: data mining with matrix decompositions. (©2007)

• Record Type: Book
• Further Information: Note: David Skillicorn.
• Other Names: Skillicorn, David B
• Contents: Cover; Title; Copyright; Contents; Preface; List of Figures; Chapter 1: Data Mining; Chapter 2: Matrix decompositions; Chapter 3: Singular Value Decomposition (SVD); Chapter 4: Graph Analysis; Chapter 5: SemiDiscrete Decomposition (SDD); Chapter 6: Using SVD and SDD together; Chapter 7: Independent Component Analysis (ICA); Chapter 8: Non-Negative Matrix Factorization (NNMF); Chapter 9: Tensors; Chapter 10: Conclusion; Appendix A: Matlab Scripts to generate example matrix decompositions; Bibliography; Index.
• Publisher Details: Boca Raton : Chapman & Hall/CRC Press
• Publication Date: 2007
• Copyright Date: 2007
• Extent: 1 online resource (xxi, 236 pages, [8] pages of plates), illustrations (some color)
• Subjects: 005.74; Data mining; Data structures (Computer science); Computer algorithms; Database Mining; Algorithms; COMPUTERS -- Desktop Applications -- Databases; COMPUTERS -- Database Management -- General; COMPUTERS -- System Administration -- Storage & Retrieval; Computer algorithms; Data mining; Data structures (Computer science); Data Mining; Matrizenzerlegung; Electronic books
• Languages: English
• ISBNs: 9781584888338; 1584888334; 9781584888321; 1584888326; 1281274763; 9781281274762
• Notes: Note: Includes bibliographical references (pages 223-232) and index.; Note: Print version record.
• 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.