David Skillicorn

Understanding Complex Datasets (eBook, PDF)

Data Mining with Matrix Decompositions

• Format: PDF

Produktbeschreibung

Presenting the underlying matrix theory and explaining its effectiveness as a tool, this work demonstrates how to build models of complex data using real-world scientific and engineering systems, and focuses on a range of applications such as information retrieval, topic detection, and social network analysis.

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 260
• Erscheinungstermin: 17. Mai 2007
• Englisch
• ISBN-13: 9781584888338
• Artikelnr.: 37973686

Autorenporträt

David Skillicorn

Inhaltsangabe

Data Mining. Matrix Decompositions. Singular Value Decomposition (SVD).
Graph Analysis. SemiDiscrete Decomposition (SDD). Using SVD and SDD
Together. Independent Component Analysis (ICA). Non-Negative Matrix
Factorization (NNMF). Tensors. Conclusion. Appendix. Bibliography. Index.