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» Optimal Extension of Error Correcting Output Codes
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MCS
2007
Springer
14 years 2 months ago
Stopping Criteria for Ensemble-Based Feature Selection
Selecting the optimal number of features in a classifier ensemble normally requires a validation set or cross-validation techniques. In this paper, feature ranking is combined with...
Terry Windeatt, Matthew Prior
AVBPA
2001
Springer
116views Biometrics» more  AVBPA 2001»
13 years 11 months ago
Face Identification and Verification via ECOC
We propose a novel approach to face identification and verification based on the Error Correcting Output Coding (ECOC) classifier design concept. In the training phase the client s...
Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri ...
ICESS
2005
Springer
14 years 1 months ago
Self-correction of FPGA-Based Control Units
This paper presents a self-correcting control unit design using Hamming codes for finite state machine (FSM) state encoding. The adopted technique can correct single-bit errors and...
Iouliia Skliarova
IJON
2008
184views more  IJON 2008»
13 years 8 months ago
Automatic medical image annotation and retrieval
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....
DCC
2011
IEEE
13 years 3 months ago
Scalar Quantization for Relative Error
Quantizers for probabilistic sources are usually optimized for mean-squared error. In many applications, maintaining low relative error is a more suitable objective. This measure ...
John Z. Sun, Vivek K. Goyal