/LC.GIF&client=easterncarolinaedu)
Markov models for pattern recognition from theory to applications / Gernot A. Fink.
| Author/creator | Fink, Gernot A. |
| Format | Electronic |
| Edition | Second edition. |
| Publication Info | London : Springer, c2014. |
| Description | xiii, 276 pages : illustrations ; 24 cm |
| Supplemental Content | Full text available from Springer Nature - Springer Computer Science eBooks 2014 English International |
| Supplemental Content | Full text available from Springer Books |
| Subjects |
| Uniform title | Mustererkennung mit Markov-Modellen. English |
| Series | Advances in computer vision and pattern recognition |
| Contents | Introduction -- Application Areas -- Part I: Theory -- Foundations of Mathematical Statistics -- Vector Quantization and Mixture Estimation -- Hidden Markov Models -- N-Gram Models -- Part II: Practice -- Computations with Probabilities -- Configuration of Hidden Markov Models -- Robust Parameter Estimation -- Efficient Model Evaluation -- Model Adaptation -- Integrated Search Methods -- Part III: Systems -- Speech Recognition -- Handwriting Recognition -- Analysis of Biological Sequences. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Language | Translated from the German originally published as: Mustererkennung mit Markov-Modellen. Stuttgart : Teubner, 2003. |
| Genre/form | Electronic books. |
| LCCN | 2014930431 |
| ISBN | 9781447163077 (alk. paper) |
| ISBN | 1447163079 (alk. paper) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |