Hidden Semi-Markov models: theory, algorithms and applications 1st Edition
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Hidden Semi-Markov models: theory, algorithms and applications 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9780128027677,9780128027714,0128027673,0128027711
Product details:
- ISBN-10: 0128027711
- ISBN-13: 9780128027714
- Author: Yu, Shun-Zheng
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.
Table contents:
Chapter 1. Introduction
Chapter 2. General Hidden Semi-Markov Model
Chapter 3. Parameter Estimation of General HSMM
Chapter 4. Implementation of HSMM Algorithms
Chapter 5. Conventional HSMMs
Chapter 6. Various Duration Distributions
Chapter 7. Various Observation Distributions
Chapter 8. Variants of HSMMs
Chapter 9. Applications of HSMMs
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