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Understanding Complex Datasets: Data Mining with Matrix Decompositions - Chapman & Hall / CRC Data Mining and Knowledge Discovery Series David Skillicorn 1st edition
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Understanding Complex Datasets: Data Mining with Matrix Decompositions - Chapman & Hall / CRC Data Mining and Knowledge Discovery Series
David Skillicorn
Focusing on data mining mechanics and applications, this book explores some of the most common matrix decompositions, including singular value, semidiscrete, independent component analysis, non-negative matrix factorization, and tensors. It also discusses several important theoretical and algorithmic problems of matrix decompositions.
260 pages, 84 black & white illustrations
| Media | Books Hardcover Book (Book with hard spine and cover) |
| Released | May 17, 2007 |
| ISBN13 | 9781584888321 |
| Publishers | Taylor & Francis Inc |
| Pages | 266 |
| Dimensions | 162 × 239 × 22 mm · 650 g |
| Language | English |
| Series Editor | Kumar, Vipin (University of Minnesota, Minneapolis, USA) |
