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» Semi-Supervised Support Vector Machines
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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...
116
Voted
IJCAI
2003
15 years 4 months ago
Multi-prototype Support Vector Machine
We extend multiclass SVM to multiple prototypes per class. For this framework, we give a compact constrained quadratic problem and we suggest an efficient algorithm for its optimi...
Fabio Aiolli, Alessandro Sperduti
IJCAI
2003
15 years 4 months ago
SVMC: Single-Class Classification With Support Vector Machines
Single-Class Classification (SCC) seeks to distinguish one class of data from the universal set of multiple classes. We present a new SCC algorithm that efficiently computes an ac...
Hwanjo Yu