Artificial Intelligence

Hidden Semi-Markov Models

Name: Hidden Semi-Markov Models
Brand: Elsevier
SKU: 9780128027677
Price: 4739.00 INR
Availability: InStock
ISBN: 9780128027677

Contributor(s): Yu, Shun-Zheng Author Format: Paperback

Paperback · ISBN 9780128027677

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Key Specifications

ISBN	9780128027677
Publisher	Elsevier
Publication date	October 2015
Language	English
MRP	£29.99 GBP
Page count	210
Item weight	70 g

Hidden semi-Markov models (HSMMs) are among the most important models in the area of artificial intelligence / machine learning. Since the first HSMM was introduced in 1980 for machine recognition of speech, three other HSMMs have been proposed, with various definitions of duration and observation distributions. Those models have different expressions, algorithms, computational complexities, and applicable areas, without explicitly interchangeable forms.

Hidden Semi-Markov Models: Theory, Algorithms and Applications provides a unified and foundational approach to HSMMs, including various HSMMs (such as the explicit duration, variable transition, and residential time of HSMMs), inference and estimation algorithms, implementation methods and application instances. Learn new developments and state-of-the-art emerging topics as they relate to HSMMs, presented with examples drawn from medicine, engineering and computer science.

Hidden Semi-Markov Models

Key Specifications

Yu, Shun-Zheng Author

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