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AAAI
1998
14 years 11 months ago
A New Architecture for Automated Modelling
Existingautomatedmodellingsystemseitherrely on large, complexlibrariesor requirecompleteaccessto the modelledsystem'sbehaviour,neitherof whichis desirable,To addresstheseprob...
Neil Smith
ICDAR
1999
IEEE
15 years 2 months ago
Heeding More Than the Top Template
We present a method of classifying a pattern using information furnished by a ranked list of templates, rather than just the best matching template. We propose a parsimonious mode...
Prateek Sarkar, George Nagy
ESANN
2008
14 years 11 months ago
Selection of important input variables for RBF network using partial derivatives
In regression problems, making accurate predictions is often the primary goal. Also, relevance of inputs in the prediction of an output would be valuable information in many cases....
Jarkko Tikka, Jaakko Hollmén
75
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AAAI
2010
14 years 11 months ago
Discovering Long Range Properties of Social Networks with Multi-Valued Time-Inhomogeneous Models
The current methods used to mine and analyze temporal social network data make two assumptions: all edges have the same strength, and all parameters are time-homogeneous. We show ...
Danny Wyatt, Tanzeem Choudhury, Jeff Bilmes
SYNTHESE
2011
72views more  SYNTHESE 2011»
14 years 4 months ago
Science without (parametric) models: the case of bootstrap resampling
Scientific and statistical inferences build heavily on explicit, parametric models, and often with good reasons. However, the limited scope of parametric models and the increasin...
Jan Sprenger