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» Recoding Error-Correcting Output Codes
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ICMCS
2006
IEEE
200views Multimedia» more  ICMCS 2006»
15 years 3 months ago
Automatic Medical Image Annotation and Retrieval using SEMI-SECC
The demand for automatically annotating and retrieving medical images is growing faster than ever. In this paper, we present a novel medical image retrieval method based on SEMIsu...
Jian Yao, Zhongfei (Mark) Zhang, Sameer Antani, L....
SAC
2008
ACM
14 years 9 months ago
Extending peer-to-peer networks for approximate search
This paper proposes a way to enable approximate queries in a peer-to-peer network by using a special encoding function and error correcting codes. The encoding function maintains ...
Alain Mowat, Roman Schmidt, Michael Schumacher, Io...
94
Voted
ICML
2005
IEEE
15 years 10 months ago
A smoothed boosting algorithm using probabilistic output codes
AdaBoost.OC has shown to be an effective method in boosting "weak" binary classifiers for multi-class learning. It employs the Error Correcting Output Code (ECOC) method...
Rong Jin, Jian Zhang
85
Voted
ICPR
2006
IEEE
15 years 10 months ago
ECOC-ONE: A Novel Coding and Decoding Strategy
Error correcting output codes (ECOC) represent a classification technique that allows a successful extension of binary classifiers to address the multiclass problem. In this paper...
Oriol Pujol, Sergio Escalera
61
Voted
ICC
2007
IEEE
133views Communications» more  ICC 2007»
15 years 3 months ago
On Generating Soft Outputs for Lattice-Reduction-Aided MIMO Detection
— Lattice Reduction (LR) aided MIMO detection has been shown to provide near-optimal hard outputs. However soft outputs are required in practical systems to fully exploit gains f...
Vishakan Ponnampalam, Darren McNamara, Andy Lillie...