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» Regularized Learning with Networks of Features
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2005
IEEE
15 years 3 months ago
Supporting iWARP Compatibility and Features for Regular Network Adapters
With several recent initiatives in the protocol offloading technology present on network adapters, the user market is now distributed amongst various technology levels including r...
Pavan Balaji, Hyun-Wook Jin, Karthikeyan Vaidyanat...
CIKM
2009
Springer
15 years 4 months ago
L2 norm regularized feature kernel regression for graph data
Features in many real world applications such as Cheminformatics, Bioinformatics and Information Retrieval have complex internal structure. For example, frequent patterns mined fr...
Hongliang Fei, Jun Huan
ISF
2010
164views more  ISF 2010»
14 years 6 months ago
An SVM-based machine learning method for accurate internet traffic classification
Accurate and timely traffic classification is critical in network security monitoring and traffic engineering. Traditional methods based on port numbers and protocols have proven t...
Ruixi Yuan, Zhu Li, Xiaohong Guan, Li Xu
86
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ICML
2010
IEEE
14 years 10 months ago
Feature Selection Using Regularization in Approximate Linear Programs for Markov Decision Processes
Approximate dynamic programming has been used successfully in a large variety of domains, but it relies on a small set of provided approximation features to calculate solutions re...
Marek Petrik, Gavin Taylor, Ronald Parr, Shlomo Zi...