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Hidden Markov Models and Applications

Hidden Markov Models and Applications

Paperback

Series: Unsupervised and Semi-Supervised Learning

Technology & EngineeringApplications

Currently unavailable to order

ISBN10: 303099144X
ISBN13: 9783030991449
Publisher: Springer
Published: May 20 2023
Pages: 298
Language: English
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.

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