34 search results - page 1 / 7 » Reduced-order modeling of Markov and hidden Markov processes... |
CDC
2010
IEEE
13 years 5 months ago
2010
IEEE
CDC
2010
IEEE
13 years 5 months ago
2010
IEEE
This paper is concerned with developing an information-theoretic framework to aggregate the state space of a Hidden Markov Model (HMM) on discrete state and observation spaces. The...
UAI
2008
14 years 9 days ago
2008
We consider the task of learning mappings from sequential data to real-valued responses. We present and evaluate an approach to learning a type of hidden Markov model (HMM) for re...
IICAI
2007
14 years 9 days ago
2007
Structured Hidden Markov Models (S-HMM) are a variant of Hierarchical Hidden Markov Models; it provides an abstraction mechanism allowing a high level symbolic description of the k...
CORR
2006
Springer
13 years 11 months ago
2006
Springer
The problem of discrete universal filtering, in which the components of a discrete signal emitted by an unknown source and corrupted by a known discrete memoryless channel (DMC) ar...