Hidden Semi-Markov Models: Theory, Algorithms and Applications

Shun-Zheng Yu

Anno: 2015
Rilegatura: Paperback / softback
Pagine: 208 p.
Testo in English
Dimensioni: 235 x 152 mm
Peso: 390 gr.
  • EAN: 9780128027677
pagabile con 18App pagabile con Carta del Docente

Articolo acquistabile con 18App e Carta del Docente

€ 27,63

€ 29,39

Risparmi € 1,76 (6%)

Venduto e spedito da IBS

28 punti Premium

Disponibile in 10 gg

Quantità:
Descrizione
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.