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Theory and Use of the EM Algorithm - Foundations and Trends (R) in Signal Processing Maya R. Gupta
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Theory and Use of the EM Algorithm - Foundations and Trends (R) in Signal Processing
Maya R. Gupta
Introduces the expectation-maximization (EM) algorithm and provides an intuitive and mathematically rigorous understanding of this method. The book describes in detail two of the most popular applications of EM: estimating Gaussian mixture models, and estimating hidden Markov models.
88 pages
| Media | Books Paperback Book (Book with soft cover and glued back) |
| Released | June 30, 2011 |
| ISBN13 | 9781601984302 |
| Publishers | now publishers Inc |
| Pages | 88 |
| Dimensions | 156 × 234 × 5 mm · 136 g |
| Language | English |
