Sciweavers

14382 search results - page 21 / 2877
» Time in Connectionist Models
Sort
View
CORR
2012
Springer
210views Education» more  CORR 2012»
13 years 5 months ago
Fast MCMC sampling for Markov jump processes and continuous time Bayesian networks
Markov jump processes and continuous time Bayesian networks are important classes of continuous time dynamical systems. In this paper, we tackle the problem of inferring unobserve...
Vinayak Rao, Yee Whye Teh
SDM
2012
SIAM
355views Data Mining» more  SDM 2012»
13 years 10 days ago
Granger Causality Analysis in Irregular Time Series
Learning temporal causal structures between time series is one of the key tools for analyzing time series data. In many real-world applications, we are confronted with Irregular T...
Mohammad Taha Bahadori, Yan Liu
CONCUR
2012
Springer
13 years 10 days ago
Avoiding Shared Clocks in Networks of Timed Automata
Networks of timed automata (NTA) are widely used to model distributed real-time systems. Quite often in the literature, the automata are allowed to share clocks. This is a problem ...
Sandie Balaguer, Thomas Chatain