2884 search results - page 274 / 577 » Evaluating learning algorithms and classifiers |
164
Voted
MIR
2010
ACM
15 years 10 months ago
2010
ACM
This paper discusses two sets of automatic musical genre classification experiments. Promising research directions are then proposed based on the results of these experiments. The...
132
Voted
CIDM
2009
IEEE
15 years 10 months ago
2009
IEEE
— Both theory and a wealth of empirical studies have established that ensembles are more accurate than single predictive models. Unfortunately, the problem of how to maximize ens...
117
Voted
CAV
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. A temporal interface for a software component is a finite automaton that specifies the legal sequences of calls to functions that are provided by the component. We comp...
145
Voted
KDD
2005
ACM
16 years 4 months ago
2005
ACM
Machine learning and data mining can be effectively used to model, classify and discover interesting information for a wide variety of data including email. The Email Mining Toolk...
151
Voted
CVPR
2007
IEEE
16 years 5 months ago
2007
IEEE
In this paper we propose to use lexical semantic networks to extend the state-of-the-art object recognition techniques. We use the semantics of image labels to integrate prior kno...