Evolutionary learning of dynamic probabilistic models with large time lags
نویسندگان
چکیده
منابع مشابه
Evolutionary learning of dynamic probabilistic models with large time lags
In this paper, we explore the automatic explanation of Multivariate Time Series (MTS) through learning Dynamic Bayesian Networks (DBNs). We have developed an evolutionary algorithm which exploits certain characteristics of process MTS in order to generate good networks as quickly as possible. We compare this algorithm to other standard learning algorithms that have traditionally been used for s...
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ژورنال
عنوان ژورنال: International Journal of Intelligent Systems
سال: 2001
ISSN: 0884-8173,1098-111X
DOI: 10.1002/int.1027