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CIKM
2010
Springer
13 years 6 months ago
Regularization and feature selection for networked features
In the standard formalization of supervised learning problems, a datum is represented as a vector of features without prior knowledge about relationships among features. However, ...
Hongliang Fei, Brian Quanz, Jun Huan
CORR
2010
Springer
175views Education» more  CORR 2010»
13 years 5 months ago
Improving the Performance of maxRPC
Max Restricted Path Consistency (maxRPC) is a local consistency for binary constraints that can achieve considerably stronger pruning than arc consistency. However, existing maxRPC...
Thanasis Balafoutis, Anastasia Paparrizou, Kostas ...
TMC
2011
151views more  TMC 2011»
13 years 3 months ago
Flexible Broadcasting of Scalable Video Streams to Heterogeneous Mobile Devices
—We study the scalable video broadcasting problem in mobile TV broadcast networks, where each TV channel is encoded into a scalable video stream with multiple layers, and several...
Cheng-Hsin Hsu, Mohamed Hefeeda
HPCA
2011
IEEE
13 years 17 days ago
A new server I/O architecture for high speed networks
Traditional architectural designs are normally focused on CPUs and have been often decoupled from I/O considerations. They are inefficient for high-speed network processing with a...
Guangdeng Liao, Xia Znu, Laxmi N. Bhuyan
CVPR
2009
IEEE
15 years 4 months ago
A Min-Max Framework of Cascaded Classifier with Multiple Instance Learning for Computer Aided Diagnosis
The computer aided diagnosis (CAD) problems of detecting potentially diseased structures from medical images are typically distinguished by the following challenging characterist...
Dijia Wu (Rensselaer Polytechnic Institute), Jinbo...