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商品詳細
Hidden Markov Models : Theory and Implementation using MATLAB (R).
・ISBN 978-0-367-20349-8 2019 hard GB£ 187.99
￥59,555.- (税込) ※（※）価格はご注文時の参考価格となります。
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・ISBN 978-0-367-77934-4 2021 paper GB£ 55.99
￥17,737.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-0-429-26104-6
| 著者・編者 | Coelho, Joao Paulo / Pinho, Tatiana M. / Boaventura-Cunha, Jose, |
|---|---|
| 出版社 | (CRC Press, UK) |
| ページ数 | 282 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-4202＞ |
解説
This book presents, in an integrated form, both the analysis and synthesis of three different types of hidden Markov models. Unlike other books on the subject, it is generic and does not focus on a specific theme, e.g. speech processing. Moreover, it presents the translation of hidden Markov models' concepts from the domain of formal mathematics into computer codes using MATLAB (R). The unique feature of this book is that the theoretical concepts are first presented using an intuition-based approach followed by the description of the fundamental algorithms behind hidden Markov models using MATLAB (R). This approach, by means of analysis followed by synthesis, is suitable for those who want to study the subject using a more empirical approach.
Key Selling Points:
- Presents a broad range of concepts related to Hidden Markov Models (HMM), from simple problems to advanced theory
- Covers the analysis of both continuous and discrete Markov chains
- Discusses the translation of HMM concepts from the realm of formal mathematics into computer code
- Offers many examples to supplement mathematical notation when explaining new concepts