Markov models for pattern recognition [electronic resource] : from theory to applications / Gernot A. Fink.
Saved in:
| Online Access: |
Full Text (via Springer) |
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| Main Author: | |
| Other title: | Mustererkennung mit Markov-Modellen. English |
| Format: | Electronic eBook |
| Language: | English German |
| Published: |
London :
Springer,
2008.
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| Subjects: |
MARC
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| 100 | 1 | |a Fink, Gernot A. |0 http://id.loc.gov/authorities/names/no2008057933 |1 http://isni.org/isni/0000000115976864. | |
| 240 | 1 | 0 | |a Mustererkennung mit Markov-Modellen. |l English |0 http://id.loc.gov/authorities/names/no2008064396. |
| 245 | 1 | 0 | |a Markov models for pattern recognition |h [electronic resource] : |b from theory to applications / |c Gernot A. Fink. |
| 260 | |a London : |b Springer, |c 2008. | ||
| 300 | |a 1 online resource (xii, 248 pages) : |b illustrations. | ||
| 336 | |a text |b txt |2 rdacontent. | ||
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| 504 | |a Includes bibliographical references (pages 227-244) and index. | ||
| 505 | 0 | |a Application Areas -- Application Areas -- Theory -- Foundations of Mathematical Statistics -- Vector Quantization -- Hidden Markov Models -- n-Gram Models -- Practice -- Computations with Probabilities -- Configuration of Hidden Markov Models -- Robust Parameter Estimation -- Efficient Model Evaluation -- Model Adaptation -- Integrated Search Methods -- Systems -- Speech Recognition -- Character and Handwriting Recognition -- Analysis of Biological Sequences. | |
| 520 | 1 | |a "This comprehensive introduction to the Markov modeling framework describes the underlying theoretical concepts - covering Hidden Markov models and Markov chain models - and presents the techniques and algorithmic solutions essential to creating real world applications. The actual use of Markov models in their three main application areas - namely speech recognition, handwriting recognition, and biological sequence analysis - is presented with examples of successful systems." "Encompassing both Markov model theory and practise, this book addresses the needs of practitioners and researchers from the field of pattern recognition as well as graduate students with a related major field of study."--Jacket. | |
| 546 | |a Translated from the German. | ||
| 588 | 0 | |a Print version record. | |
| 650 | 0 | |a Pattern perception |x Mathematical models. | |
| 650 | 0 | |a Markov processes. |0 http://id.loc.gov/authorities/subjects/sh85081369. | |
| 650 | 7 | |a Markov processes. |2 fast |0 (OCoLC)fst01010347. | |
| 650 | 7 | |a Pattern perception |x Mathematical models. |2 fast |0 (OCoLC)fst01055259. | |
| 776 | 0 | 8 | |i Print version: |a Fink, Gernot A. |t Markov models for pattern recognition. |d London : Springer, 2008 |z 9783540717669 |z 3540717668 |w (OCoLC)173721114. |
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| 952 | f | f | |p Can circulate |a University of Colorado Boulder |b Online |c Online |d Online |e Q327 .F5613 2008 |h Library of Congress classification |i Ebooks, Prospector |n 1 |