2033 search results - page 7 / 407 » Ellipsoidal Support Vector Machines |
125
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DAGM
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
ML
2007
ACM
14 years 10 months ago
2007
ACM
Platt’s probabilistic outputs for Support Vector Machines (Platt, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an ...
136
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KDD
2012
ACM
13 years 1 months ago
2012
ACM
Multi-instance multi-label learning (MIML) is a framework for supervised classification where the objects to be classified are bags of instances associated with multiple labels....
ECML
2005
Springer
15 years 4 months ago
2005
Springer
AUSDM
2006
Springer
15 years 3 months ago
2006
Springer
The support vector machine (SVM) is a wellestablished and accurate supervised learning method for the classification of data in various application fields. The statistical learnin...