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Viac informácií o knihe Hidden Semi-Markov Models

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Anotácia knihy

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

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer programming / software development Algorithms & data structures

• Celý názov: Hidden Semi-Markov Models
• Podnázov: Theory, Algorithms and Applications
• Autor: Shun-Zheng Yu
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 208
• EAN: 9780128027677
• ISBN: 0128027673
• ID: 09482521
• Nakladateľ: Elsevier Books
• Hmotnosť: 342 g
• Rozmery: 154 × 229 × 13 mm
• Dátum vydania: 27. October 2015

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