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» A Case Study in the use of ROC curves for Algorithm Design
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TNN
2010
234views Management» more  TNN 2010»
13 years 2 months ago
Novel maximum-margin training algorithms for supervised neural networks
This paper proposes three novel training methods, two of them based on the back-propagation approach and a third one based on information theory for Multilayer Perceptron (MLP) bin...
Oswaldo Ludwig, Urbano Nunes
ICASSP
2011
IEEE
12 years 11 months ago
Combining Haar Feature and skin color based classifiers for face detection
This paper presents a hybrid method for face detection in color images. The well known Haar feature-based face detector developed by Viola and Jones (VJ), that has been designed f...
Çigdem Eroglu Erdem, Sezer Ulukaya, Ali Kar...
BEHAVIOURIT
2005
81views more  BEHAVIOURIT 2005»
13 years 7 months ago
A flick in the right direction: a case study of gestural input
This paper describes the design and evaluation of a gesture-based scheme for issuing the back and forward commands in web browsers. In designing our gesture recogniser we conducte...
Michael Moyle, Andy Cockburn
ISMIR
2004
Springer
126views Music» more  ISMIR 2004»
14 years 1 months ago
Tools and Architecture for the Evaluation of Similarity Measures : Case Study of Timbre Similarity
The systematic testing of the very many parameters and algorithmic variants involved in the design of high-level music descriptors at large, and similarity measure in particular, ...
Jean-Julien Aucouturier, François Pachet
AI
2010
Springer
13 years 7 months ago
Understanding the scalability of Bayesian network inference using clique tree growth curves
Bayesian networks (BNs) are used to represent and ef ciently compute with multi-variate probability distributions in a wide range of disciplines. One of the main approaches to per...
Ole J. Mengshoel