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ICML
2000
IEEE
15 years 10 months ago
Duality and Geometry in SVM Classifiers
We develop an intuitive geometric interpretation of the standard support vector machine (SVM) for classification of both linearly separable and inseparable data and provide a rigo...
Kristin P. Bennett, Erin J. Bredensteiner
DATE
2007
IEEE
150views Hardware» more  DATE 2007»
15 years 4 months ago
Assessing carbon nanotube bundle interconnect for future FPGA architectures
Field Programmable Gate Arrays (FPGAs) are important hardware platforms in various applications due to increasing design complexity and mask costs. However, as CMOS process techno...
Soumya Eachempati, Arthur Nieuwoudt, Aman Gayasen,...
IJCNN
2006
IEEE
15 years 3 months ago
Local Support Vector Regression for Financial Time Series Prediction
— We consider the regression problem for financial time series. Typically, financial time series are non-stationary and volatile in nature. Because of its good generalization p...
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. ...
ISORC
2003
IEEE
15 years 3 months ago
Embedded Linux Outlook in the PostPC Industry
This paper presents an analysis of the future of Embedded Linux in the PostPC industry. This analysis is carried out by first examining the current forces at work in the PostPC ma...
Seongsoo Hong
PQCRYPTO
2010
250views Cryptology» more  PQCRYPTO 2010»
15 years 1 months ago
Strongly Unforgeable Signatures and Hierarchical Identity-Based Signatures from Lattices without Random Oracles
Abstract. We propose a variant of the “bonsai tree” signature scheme, a latticebased existentially unforgeable signature scheme in the standard model. Our construction offers ...
Markus Rückert