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» An e-Process Selection Model
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AUSAI
2009
Springer
16 years 1 months ago
MML Invariant Linear Regression
Abstract. This paper derives two new information theoretic linear regression criteria based on the minimum message length principle. Both criteria are invariant to full rank affine...
Daniel F. Schmidt, Enes Makalic
HICSS
2007
IEEE
101views Biometrics» more  HICSS 2007»
16 years 1 months ago
Antecedents to Relational and Nonrelational Source Use: An Exploratory Investigation
Drawing a distinction between relational and nonrelational sources, we explore the antecedents to selecting an information source. The antecedents to use have been categorized int...
J. Christopher Zimmer, Raymond M. Henry
ISCIS
2003
Springer
15 years 12 months ago
Comparison of Feature Sets Using Multimedia Translation
Feature selection is very important for many computer vision applications. However, it is hard to find a good measure for the comparison. In this study, feature sets are compared ...
Pinar Duygulu, Özge Can Özcanli, Norman ...
JMLR
2006
89views more  JMLR 2006»
15 years 6 months ago
Lower Bounds and Aggregation in Density Estimation
In this paper we prove the optimality of an aggregation procedure. We prove lower bounds for aggregation of model selection type of M density estimators for the Kullback-Leibler d...
Guillaume Lecué
IJON
2007
131views more  IJON 2007»
15 years 6 months ago
Margin-based active learning for LVQ networks
In this article, we extend a local prototype-based learning model by active learning, which gives the learner the capability to select training samples and thereby increase speed a...
Frank-Michael Schleif, Barbara Hammer, Thomas Vill...