Factorial Fractional Hidden Markov Models

• Published in: Электронное моделирование
• Date: 2012
• Main Author: Aggoun, L.
• Format: Article
• Language: English
• Published: Інститут проблем моделювання в енергетиці ім. Г.Є. Пухова НАН України 2012
• Subjects: Информационные технологии
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/61826
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Factorial Fractional Hidden Markov Models / L. Aggoun // Электронное моделирование. — 2012 — Т. 34, № 3. — С. 59-67. — Бібліогр.: 11 назв. — англ.

Conventional hidden Markov models generally consist of a Markov chain observed through a linear map corrupted by additive Gaussian noise. A lesser known extension of this class of models, is the so called Factorial Hidden Model (FHMM). FHMM’s also have numerous applications, notably in machine learn...