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» Multi-objective Model Checking of Markov Decision Processes
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PAPM
2001
Springer
128views Mathematics» more  PAPM 2001»
14 years 1 months ago
Faster and Symbolic CTMC Model Checking
Abstract. This paper reports on the implementation and the experiments with symbolic model checking of continuous-time Markov chains using multi-terminal binary decision diagrams (...
Joost-Pieter Katoen, Marta Z. Kwiatkowska, Gethin ...
SIBGRAPI
2000
IEEE
14 years 1 months ago
An Off-Line Signature Verification System using Hidden Markov Model and Cross-Validation
This work has as main objective to present an off-line signature verification system. It is basically divided into three parts. The first one demonstrates a pre-processing process,...
Edson J. R. Justino, Abdenaim El Yacoubi, Fl&aacut...
ICML
2004
IEEE
14 years 9 months ago
Utile distinction hidden Markov models
This paper addresses the problem of constructing good action selection policies for agents acting in partially observable environments, a class of problems generally known as Part...
Daan Wierstra, Marco Wiering
ICASSP
2009
IEEE
14 years 3 months ago
Experimenting with a global decision tree for state clustering in automatic speech recognition systems
In modern automatic speech recognition systems, it is standard practice to cluster several logical hidden Markov model states into one physical, clustered state. Typically, the cl...
Jasha Droppo, Alex Acero
SIGMETRICS
2000
ACM
105views Hardware» more  SIGMETRICS 2000»
14 years 1 months ago
Using the exact state space of a Markov model to compute approximate stationary measures
We present a new approximation algorithm based on an exact representation of the state space S, using decision diagrams, and of the transition rate matrix R, using Kronecker algeb...
Andrew S. Miner, Gianfranco Ciardo, Susanna Donate...