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ENTCS
2007
123views more  ENTCS 2007»
15 years 6 months ago
Labelled Markov Processes as Generalised Stochastic Relations
Labelled Markov processes (LMPs) are labelled transition systems in which each transition has an associated probability. In this paper we present a universal LMP as the spectrum o...
Michael W. Mislove, Dusko Pavlovic, James Worrell
183
Voted
ICML
2006
IEEE
16 years 7 months ago
Fast direct policy evaluation using multiscale analysis of Markov diffusion processes
Policy evaluation is a critical step in the approximate solution of large Markov decision processes (MDPs), typically requiring O(|S|3 ) to directly solve the Bellman system of |S...
Mauro Maggioni, Sridhar Mahadevan
IJMI
2002
126views more  IJMI 2002»
15 years 6 months ago
Representation primitives, process models and patient data in computer-interpretable clinical practice guidelines: : A literatur
Representation of clinical practice guidelines in a computer-interpretable format is a critical issue for guideline development, implementation, and evaluation. We studied 11 type...
Dongwen Wang, Mor Peleg, Samson W. Tu, Aziz A. Box...
SIGMETRICS
2002
ACM
142views Hardware» more  SIGMETRICS 2002»
15 years 6 months ago
Exact aggregate solutions for M/G/1-type Markov processes
We introduce a new methodology for the exact analysis of M/G/1-type Markov processes. The methodology uses basic, well-known results for Markov chains by exploiting the structure ...
Alma Riska, Evgenia Smirni
180
Voted
VALUETOOLS
2006
ACM
142views Hardware» more  VALUETOOLS 2006»
16 years 12 days ago
M/M/C queues with Markov modulated service processes
Motivated by the need to study traffic flow affected by incidents we consider M/M/C queueing system where servers operate in a Markovian environment. When a traffic incident hap...
Melike Baykal-Gursoy, Zhe Duan