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PAMI
2010
170views more  PAMI 2010»
13 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
IEEEPACT
2005
IEEE
14 years 4 months ago
Maximizing CMP Throughput with Mediocre Cores
In this paper we compare the performance of area equivalent small, medium, and large-scale multithreaded chip multiprocessors (CMTs) using throughput-oriented applications. We use...
John D. Davis, James Laudon, Kunle Olukotun
CNSR
2011
IEEE
238views Communications» more  CNSR 2011»
13 years 2 months ago
Measurement Study on PPLive Based on Channel Popularity
Abstract—In recent years, Peer-to-Peer (P2P) streaming systems experienced tremendous growth and became one of the largest bandwidth consumer on Internet. PPLive, one of the most...
Ruixuan Li, Guoqiang Gao, Weijun Xiao, Zhiyong Xu
CORR
2000
Springer
84views Education» more  CORR 2000»
13 years 10 months ago
Robust Classification for Imprecise Environments
In real-world environments it usually is difficult to specify target operating conditions precisely, for example, target misclassification costs. This uncertainty makes building ro...
Foster J. Provost, Tom Fawcett
GECCO
2010
Springer
169views Optimization» more  GECCO 2010»
14 years 1 months ago
Robust symbolic regression with affine arithmetic
We use affine arithmetic to improve both the performance and the robustness of genetic programming for symbolic regression. During evolution, we use affine arithmetic to analyze e...
Cassio Pennachin, Moshe Looks, João A. de V...