Markov Models for Pattern Recognition : From Theory to Applications
Language: English
Published by Springer, 2016
Series: Book 38 of 86 - Advances in Computer Vision and Pattern Recognition
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 77.12
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Add to basketItem description from seller
Druck auf Anfrage Neuware - Printed after ordering - This thoroughly revised and expanded new edition now includes a more detailed treatment of the EM algorithm, a description of an efficient approximate Viterbi-training procedure, a theoretical derivation of the perplexity measure and coverage of multi-pass decoding based on n -best search. Supporting the discussion of the theoretical foundations of Markov modeling, special emphasis is also placed on practical algorithmic solutions. Features: introduces the formal framework for Markov models; covers the robust handling of probability quantities; presents methods for the configuration of hidden Markov models for specific application areas; describes important methods for efficient processing of Markov models, and the adaptation of the models to different tasks; examines algorithms for searching within the complex solution spaces that result from the joint application of Markov chain and hidden Markov models; reviews key applications of Markov models.…
Seller Inventory # 9781447171331
- Title
- Markov Models for Pattern Recognition : From Theory to Applications
- Author
- Gernot A. Fink
- Publisher
- Springer
- Publication year
- 2016
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1447171330
- ISBN 13
- 9781447171331
- Item weight
- 446 grams
- Dimensions
- 235x155x16 mm
- Series
- Book 38 of 86: Advances in Computer Vision and Pattern Recognition
"Synopsis" may belong to another edition of this title.
About the Author
Prof. Dr.-Ing. Gernot A. Fink is Head of the Pattern Recognition Research Group at TU Dortmund University, Dortmund, Germany. His other publications include the Springer title Markov Models for Handwriting Recognition.
"About the title" may belong to another edition of this title.
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