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JIFS
2008
155views more  JIFS 2008»
15 years 6 months ago
Improving supervised learning performance by using fuzzy clustering method to select training data
The crucial issue in many classification applications is how to achieve the best possible classifier with a limited number of labeled data for training. Training data selection is ...
Donghai Guan, Weiwei Yuan, Young-Koo Lee, Andrey G...
KES
2006
Springer
15 years 6 months ago
The Performance of LVQ Based Automatic Relevance Determination Applied to Spontaneous Biosignals
The issue of Automatic Relevance Determination (ARD) has attracted attention over the last decade for the sake of efficiency and accuracy of classifiers, and also to extract knowle...
Martin Golz, David Sommer
ICASSP
2011
IEEE
14 years 10 months ago
Spatially sparsed Common Spatial Pattern to improve BCI performance
Common Spatial Pattern (CSP) is widely used in discriminating two classes of EEG in Brain Computer Interface applications. However, the performance of the CSP algorithm is affecte...
Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Hiok Ch...
ICCD
2004
IEEE
119views Hardware» more  ICCD 2004»
16 years 3 months ago
An Accurate Combinatorial Model for Performance Prediction of Deterministic Wormhole Routing in Torus Multicomputer Systems
Although several analytical models have been proposed in the literature for different interconnection networks with deterministic routing, very few of them have considered the eff...
Hashem Hashemi Najaf-abadi, Hamid Sarbazi-Azad
INFOCOM
2000
IEEE
15 years 11 months ago
Near Optimal Routing Lookups with Bounded Worst Case Performance
Abstract—The problem of route address lookup has received much attention recently and several algorithms and data structures for performing address lookups at high speeds have be...
Pankaj Gupta, Balaji Prabhakar, Stephen P. Boyd