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109
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ICDCS
2008
IEEE
15 years 8 months ago
Fast Path Session Creation on Network Processors
The security gateways today are required not only to block unauthorized accesses by authenticating packet headers, but also by inspecting connection states to defend against malic...
Bo Xu, Yaxuan Qi, Fei He, Zongwei Zhou, Yibo Xue, ...
107
Voted
WWW
2009
ACM
16 years 2 months ago
Web-scale classification with naive bayes
Traditional Naive Bayes Classifier performs miserably on web-scale taxonomies. In this paper, we investigate the reasons behind such bad performance. We discover that the low perf...
Congle Zhang, Gui-Rong Xue, Yong Yu, Hongyuan Zha
150
Voted
CVPR
2005
IEEE
16 years 4 months ago
Cross-Generalization: Learning Novel Classes from a Single Example by Feature Replacement
We develop an object classification method that can learn a novel class from a single training example. In this method, experience with already learned classes is used to facilita...
Evgeniy Bart, Shimon Ullman
123
Voted
NOSSDAV
2005
Springer
15 years 7 months ago
Adjusting forward error correction with quality scaling for streaming MPEG
Packet loss can severely impact streaming video quality. Repair techniques protect streaming video from packet loss but at the price of a reduced effective transmission rate when...
Huahui Wu, Mark Claypool, Robert E. Kinicki
178
Voted
IGARSS
2010
14 years 9 months ago
Calibrating probabilities for hyperspectral classification of rock types
This paper investigates the performance of machine learning methods for classifying rock types from hyperspectral data. The main objective is to test the impact on classification ...
Sildomar T. Monteiro, Richard J. Murphy