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AVBPA
2005
Springer
226views Biometrics» more  AVBPA 2005»
16 years 9 days ago
Discriminant Analysis Based on Kernelized Decision Boundary for Face Recognition
A novel nonlinear discriminant analysis method, Kernelized Decision Boundary Analysis (KDBA), is proposed in our paper, whose Decision Boundary feature vectors are the normal vecto...
Baochang Zhang, Xilin Chen, Wen Gao
CBSE
2005
Springer
16 years 8 days ago
Architecture Based Deployment of Large-Scale Component Based Systems: The Tool and Principles
After a component based system is developed, it has to be deployed into a target environment. As the system becomes much larger and more complex and the environment becomes open an...
Ling Lan, Gang Huang, Liya Ma, Meng Wang, Hong Mei...
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CIKM
2005
Springer
16 years 8 days ago
Discretization based learning approach to information retrieval
We approached the problem as learning how to order documents by estimated relevance with respect to a user query. Our support vector machines based classifier learns from the rele...
Dmitri Roussinov, Weiguo Fan, Fernando A. Das Neve...
EMMCVPR
2005
Springer
16 years 8 days ago
Increasing Efficiency of SVM by Adaptively Penalizing Outliers
In this paper, a novel training method is proposed to increase the classification efficiency of support vector machine (SVM). The efficiency of the SVM is determined by the number ...
Yiqiang Zhan, Dinggang Shen
IPTPS
2004
Springer
16 years 3 days ago
Diminished Chord: A Protocol for Heterogeneous Subgroup Formation in Peer-to-Peer Networks
In most of the P2P systems developed so far, all nodes play essentially the same role. In some applications, however, different machine capabilities or owner preferences may mean ...
David R. Karger, Matthias Ruhl