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
Should be back in stock very soon
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