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Hidden Markov Models and Applications

Nizar Bouguila editor Wentao Fan editor Manar Amayri editor

Format:Hardback

Publisher:Springer Nature Switzerland AG

Published:20th May '22

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Hidden Markov Models and Applications cover

This book focuses on recent advances, approaches, theories, and applications related Hidden Markov Models (HMMs). In particular, the book presents recent inference frameworks and applications that consider HMMs. The authors discuss challenging problems that exist when considering HMMs for a specific task or application, such as estimation or selection, etc. The goal of this volume is to summarize the recent advances and modern approaches related to these problems. The book also reports advances on classic but difficult problems in HMMs such as inference and feature selection and describes real-world applications of HMMs from several domains. The book pertains to researchers and graduate students, who will gain a clear view of recent developments related to HMMs and their applications.

ISBN: 9783030991418

Dimensions: unknown

Weight: unknown

298 pages

1st ed. 2022