TY - BOOK AU - Eldén, Lars TI - Matrix methods in data mining and pattern recognition SN - 9780898716269 AV - QA76.9 PY - 2007///] CY - USA PB - SIAM N1 - 1. Vectors and Matrices in Data Mining and Pattern Recognition 2. Vectors and Matrices 3. Linear Systems and Least Squares 4. Orthogonality 5. QR Decomposition 6. Singular Value Decomposition 7. Reduced-Rank Least Squares Models 8. Tensor Decomposition 9. Clustering and Nonnegative Matrix Factorization 10. Classification of Handwritten Digits 11. Text Mining 12. Page Ranking for a Web Search Engine 13. Automatic Key Word and Key Sentence Extraction 14. Face Recognition Using Tensor SVD 15. Computing Eigenvalues and Singular Values ER -