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128
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SDM
2010
SIAM
226views Data Mining» more  SDM 2010»
15 years 4 months ago
Two-View Transductive Support Vector Machines
Obtaining high-quality and up-to-date labeled data can be difficult in many real-world machine learning applications, especially for Internet classification tasks like review spam...
Guangxia Li, Steven C. H. Hoi, Kuiyu Chang
129
Voted
NIPS
2008
15 years 4 months ago
Support Vector Machines with a Reject Option
We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow�...
Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshe...
73
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ESANN
2004
15 years 4 months ago
On-line support vector machines and optimization strategies
Juan Manuel Górriz, Carlos García Pu...
78
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ESANN
2006
15 years 4 months ago
Bootstrap feature selection in support vector machines for ventricular fibrillation detection
Felipe Alonso Atienza, José Luis Rojo-&Aacu...
121
Voted
ESANN
2006
15 years 4 months ago
Evolino for recurrent support vector machines
Abstract. We introduce a new class of recurrent, truly sequential SVM-like devices with internal adaptive states, trained by a novel method called EVOlution of systems with KErnel-...
Jürgen Schmidhuber, Matteo Gagliolo, Daan Wie...