David Skillicorn

Understanding Complex Datasets (eBook, PDF)

Data Mining with Matrix Decompositions

• Format: PDF

Produktbeschreibung

Making obscure knowledge about matrix decompositions widely available, Understanding Complex Datasets: Data Mining with Matrix Decompositions discusses the most common matrix decompositions and shows how they can be used to analyze large datasets in a broad range of application areas. Without having to understand every mathematical detail, the book

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Produktdetails

• Verlag: Taylor & Francis eBooks
• 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.