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114
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PAMI
2010
170views more  PAMI 2010»
14 years 9 months ago
On the Decoding Process in Ternary Error-Correcting Output Codes
—A common way to model multiclass classification problems is to design a set of binary classifiers and to combine them. Error-Correcting Output Codes (ECOC) represent a successfu...
Sergio Escalera, Oriol Pujol, Petia Radeva
82
Voted
ICPR
2008
IEEE
16 years 3 days ago
Separability of ternary Error-Correcting Output Codes
Error Correcting Output Codes (ECOC) represent a successful framework to deal with multi-class categorization problems based on combining binary classifiers. In this paper, we pre...
Oriol Pujol, Petia Radeva, Sergio Escalera
89
Voted
CIARP
2006
Springer
15 years 2 months ago
Decoding of Ternary Error Correcting Output Codes
Error correcting output codes (ECOC) represent a successful extension of binary classifiers to address the multiclass problem. Lately, the ECOC framework was extended from the bina...
Sergio Escalera, Oriol Pujol, Petia Radeva
VISAPP
2008
15 years 10 days ago
Loss-Weighted Decoding for Error-Correcting Output Coding
Sergio Escalera, Oriol Pujol, Petia Radeva