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11 of 12 people found the following review helpful:
5.0 out of 5 stars Comprehensive and well-written!, November 26, 2008
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This review is from: Understanding Complex Datasets: Data Mining with Matrix Decompositions (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) (Hardcover)
I am doing research in data mining using tensor decompositions, and was very impressed by this book. It not only covers all of the important matrix and tensor decompositions, but also methods for computing them (with Matlab code!), the computational complexity of these methods, the tradeoffs and scenarios associated with each decomposition, and potential areas of application. To top it all off, the book is written in a highly approachable manner, covering the general concept of a decomposition and gradually discussing the specific decompositions from simplest to most complex. Highly recommended.
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3 of 3 people found the following review helpful:
5.0 out of 5 stars Solid, in-depth coverage of topics whose importance grows daily, May 15, 2011
This review is from: Understanding Complex Datasets: Data Mining with Matrix Decompositions (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) (Hardcover)
Clearly written and accessible to those with fading math skills, this book goes into useful detail, background and context that most online treatments skip past.
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