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131
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ICPR
2010
IEEE
15 years 7 months ago
Selection of Training Instances for Music Genre Classification
In this paper we present a method for the selection of training instances based on the classification accuracy of a SVM classifier. The instances consist of feature vectors repres...
Miguel Lopes, Fabien Gouyon, Alessandro Koerich, L...
116
Voted
ICCAD
1996
IEEE
112views Hardware» more  ICCAD 1996»
15 years 7 months ago
GRASP - a new search algorithm for satisfiability
This paper introduces GRASP (Generic seaRch Algorithm for the Satisfiability Problem), an integrated algorithmic framework for SAT that unifies several previously proposed searchp...
João P. Marques Silva, Karem A. Sakallah
124
Voted
AUSAI
2009
Springer
15 years 7 months ago
Ensemble Approach for the Classification of Imbalanced Data
Ensembles are often capable of greater prediction accuracy than any of their individual members. As a consequence of the diversity between individual base-learners, an ensemble wil...
Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay N...
136
Voted
SIGIR
2010
ACM
15 years 7 months ago
Linking wikipedia to the web
We investigate the task of finding links from Wikipedia pages to external web pages. Such external links significantly extend the information in Wikipedia with information from ...
Rianne Kaptein, Pavel Serdyukov, Jaap Kamps
141
Voted
ACHI
2008
IEEE
15 years 5 months ago
Specification for User Modeling with Self-Observing Systems
The complicated user interfaces and complex functionality of nowadays interactive products lead to a new class of failures: People do not understand their products and thus fail t...
Mathias Funk, Piet van der Putten, Henk Corporaal