Shun-Zheng Yu: Hidden Semi-Markov Models: Theory, Algorithms and Applications

Hidden Semi-Markov Models: Theory, Algorithms and Applications



____________________________
Author: Shun-Zheng Yu
Number of Pages: 208 pages
Published Date: 15 Nov 2015
Publisher: Elsevier Science Publishing Co Inc
Publication Country: United States
Language: English
ISBN: 9780128027677
Download Link: Click Here
____________________________


Tags:

for mac, download book, iPhone, kindle, for PC, paperback, rar read book Hidden Semi-Markov Models: Theory, Algorithms and Applications by Shun-Zheng Yu for mac,facebook, pocket, ebook pdf, download torrent, mobi, download pdf, Read online, fb2, iOS, download ebook, free ebook, ebook, Hidden Semi-Markov Models: Theory, Algorithms and Applications fb2,zip, iPad, book review, epub download, free pdf, for mac, Shun-Zheng Yu download epub, download epub,

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.