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UAI
2008
15 years 6 months ago
Small Sample Inference for Generalization Error in Classification Using the CUD Bound
Confidence measures for the generalization error are crucial when small training samples are used to construct classifiers. A common approach is to estimate the generalization err...
Eric Laber, Susan Murphy
TREC
2003
15 years 6 months ago
Combining Structural Information and the Use of Priors in Mixed Named-Page and Homepage Finding
This paper presents Carnegie Mellon University’s experiments on the mixed named-page and homepage finding task of the TREC 12 Web Track. Our results were strong; we achieved the...
Paul Ogilvie, Jamie Callan
142
Voted
ICASSP
2010
IEEE
15 years 5 months ago
Automatic audio tagging using covariate shift adaptation
Automatically annotating or tagging unlabeled audio files has several applications, such as database organization and recommender systems. We are interested in the case where the...
Gordon Wichern, Makoto Yamada, Harvey D. Thornburg...
ENTCS
2007
104views more  ENTCS 2007»
15 years 5 months ago
Implementing a Distributed Mobile Calculus Using the IMC Framework
In the last decade, many calculi for modelling distributed mobile code have been proposed. To assess their merits and encourage use, implementations of the calculi have often been...
Lorenzo Bettini, Rocco De Nicola, Daniele Falassi,...
146
Voted
INFORMATICALT
2007
123views more  INFORMATICALT 2007»
15 years 5 months ago
Design and Implementation of Parallel Counterpropagation Networks Using MPI
The objective of this research is to construct parallel models that simulate the behavior of artificial neural networks. The type of network that is simulated in this project is t...
Athanasios Margaris, Stavros Souravlas, Efthimios ...