94 search results - page 5 / 19 » Modeling changing dependency structure in multivariate time ... |
123
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WCRE
2009
IEEE
15 years 6 months ago
2009
IEEE
—Much of modern software development consists of building on older changes. Older periods provide the structure (e.g., functions and data types) on which changes in future period...
KDD
2009
ACM
15 years 6 months ago
2009
ACM
To discover patterns in historical data, climate scientists have applied various clustering methods with the goal of identifying regions that share some common climatological beha...
110
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SDM
2012
SIAM
13 years 2 months ago
2012
SIAM
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...
103
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TNN
2008
14 years 11 months ago
2008
Abstract--This paper considers the approximation of sufficiently smooth multivariable functions with a multilayer perceptron (MLP). For a given approximation order explicit formula...
CSDA
2007
14 years 11 months ago
2007
Vector autoregressive (VAR) modelling is one of the most popular approaches in multivariate time series analysis. The parameters interpretation is simple, and provide an intuitive...