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» Comparative Evaluation of Approaches to Propositionalization
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ICASSP
2011
IEEE
13 years 5 hour ago
Phase-based information for voice pathology detection
In most current approaches of speech processing, information is extracted from the magnitude spectrum. However recent perceptual studies have underlined the importance of the phas...
Thomas Drugman, Thomas Dubuisson, Thierry Dutoit
JMLR
2012
11 years 10 months ago
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets
We propose a new method for comparing learning algorithms on multiple tasks which is based on a novel non-parametric test that we call the Poisson binomial test. The key aspect of...
Alexandre Lacoste, François Laviolette, Mar...
ICML
2002
IEEE
14 years 9 months ago
Is Combining Classifiers Better than Selecting the Best One
We empirically evaluate several state-of-theart methods for constructing ensembles of heterogeneous classifiers with stacking and show that they perform (at best) comparably to se...
Saso Dzeroski, Bernard Zenko
ACL
2006
13 years 9 months ago
Exploring the Potential of Intractable Parsers
We revisit the idea of history-based parsing, and present a history-based parsing framework that strives to be simple, general, and flexible. We also provide a decoder for this pr...
Mark Hopkins, Jonas Kuhn
KSEM
2010
Springer
13 years 6 months ago
A Comparison of Merging Operators in Possibilistic Logic
Abstract. In this paper, we compare merging operators in possibilistic logic. We first propose an approach to evaluating the discriminating power of a merging operator. After that...
Guilin Qi, Weiru Liu, David A. Bell