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VOSS
2004
Springer
118views Mathematics» more  VOSS 2004»
15 years 7 months ago
Serial Disk-based Analysis of Large Stochastic Models
Abstract. The paper presents a survey of out-of-core methods available for the analysis of large Markov chains on single workstations. First, we discuss the main sparse matrix stor...
Rashid Mehmood
CLEIEJ
2007
152views more  CLEIEJ 2007»
15 years 1 months ago
Gene Expression Analysis using Markov Chains extracted from RNNs
Abstract. This paper present a new approach for the analysis of gene expression, by extracting a Markov Chain from trained Recurrent Neural Networks (RNNs). A lot of microarray dat...
Igor Lorenzato Almeida, Denise Regina Pechmann Sim...
LPAR
2004
Springer
15 years 7 months ago
Abstraction-Carrying Code
ion-Carrying Code Elvira Albert1 , Germ´an Puebla2 , and Manuel Hermenegildo2,3 1 DSIP, Universidad Complutense Madrid 2 Facultad de Inform´atica, Technical University of Madrid ...
Elvira Albert, Germán Puebla, Manuel V. Her...
QEST
2005
IEEE
15 years 7 months ago
An approximation algorithm for labelled Markov processes: towards realistic approximation
Abstract— Approximation techniques for labelled Markov processes on continuous state spaces were developed by Desharnais, Gupta, Jagadeesan and Panangaden. However, it has not be...
Alexandre Bouchard-Côté, Norm Ferns, ...
ESANN
2007
15 years 3 months ago
Exploring the causal order of binary variables via exponential hierarchies of Markov kernels
Abstract. We propose a new algorithm for estimating the causal structure that underlies the observed dependence among n (n ≥ 4) binary variables X1, . . . , Xn. Our inference pri...
Xiaohai Sun, Dominik Janzing