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Hidden Semi-Markov Models

Name: Hidden Semi-Markov Models
Brand: Elsevier Books
SKU: 9780128027677
Price: 179.49 PLN
Availability: InStock

Theory, Algorithms and Applications

Autor: Shun-Zheng Yu

Język:

Oprawa: Miękka

Wydawca: Elsevier Books

Dostępność: Dostępna u dostawcy

Wysyłamy za 10-18 dni

179.49 zł

Hidden Semi-Markov Models: Theory, Algorithms and Applications provides a unified and foundational a...

Informacje o książce

Autor

Shun-Zheng Yu

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2015

strony

208

EAN

9780128027677

ISBN

0128027673

Enbook ID

09482521

Wydawca

Elsevier Books

Waga

342

Wymiary

229 x 154 x 13

Pełny opis

Hidden Semi-Markov Models: Theory, Algorithms and Applications provides a unified and foundational approach on Hidden Semi-Markov Models, including various HSMMs (such as the explicit duration, variable transition, and residential time of HSMMs), inference and estimation algorithms, implementation methods and application instances. In addition, new developments and state-of-the-art emerging topics as they relate to HSMMs are presented with general examples drawn medicine, engineering and computer science. * Provides a unified definition, in-depth treatment, and foundational approach of the HSMMs* Discusses the latest developments and emerging topics in the field of HSMMs* Includes a description of applications in various areas, including Human Activity Recognition, Handwriting Recognition, Network Traffic Characterization and Anomaly Detection, and Functional MRI Brain Mapping* Shows how to master the basic techniques needed for using HSMMs and how to apply them