Cover image for Understanding complex datasets : data mining with matrix decompositions
Title:
Understanding complex datasets : data mining with matrix decompositions
Author:
Skillicorn, David B., author.
ISBN:
9780429140860
Physical Description:
1 online resource (xxi, 236 pages)
Series:
Chapman & Hall/CRC data mining and knowledge discovery series
Contents:
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.
Subject Term:
Computer algorithms.

Data mining.

Data structures (Computer science)
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 E-Book 546022-1001 QA76.9 .D343 S62 2007
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