Coverart for item
The Resource Hidden Semi-Markov models : theory, algorithms and applications, Shun-Zheng Yu, (electronic book)

Hidden Semi-Markov models : theory, algorithms and applications, Shun-Zheng Yu, (electronic book)

Label
Hidden Semi-Markov models : theory, algorithms and applications
Title
Hidden Semi-Markov models
Title remainder
theory, algorithms and applications
Statement of responsibility
Shun-Zheng Yu
Creator
Author
Subject
Language
eng
Summary
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
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Yu, Shun-Zheng
Dewey number
519.2/33
Illustrations
illustrations
Index
no index present
LC call number
QA274.7
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Computer science reviews and trends
http://library.link/vocab/subjectName
  • Markov processes
  • Renewal theory
Label
Hidden Semi-Markov models : theory, algorithms and applications, Shun-Zheng Yu, (electronic book)
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
SCIDI927103680
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9780128027714
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Reformatting quality
preservation
Sound
unknown sound
Specific material designation
remote
Label
Hidden Semi-Markov models : theory, algorithms and applications, Shun-Zheng Yu, (electronic book)
Publication
Copyright
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
SCIDI927103680
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9780128027714
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Reformatting quality
preservation
Sound
unknown sound
Specific material designation
remote

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