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IJCNN
2007
IEEE
15 years 10 months ago
On Extending the SMO Algorithm Sub-Problem
—The Support Vector Machine is a widely employed machine learning model due to its repeatedly demonstrated superior generalization performance. The Sequential Minimal Optimizatio...
Christopher Sentelle, Michael Georgiopoulos, Georg...
141
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MIDDLEWARE
2007
Springer
15 years 10 months ago
Promoting levels of openness on component-based adaptable middleware
It is widely accepted that middleware is an important architectural element which facilitates the development of software systems. In this paper we propose a novel approach for de...
Tarcisio da Rocha, Anna-Brith Arntsen, Arne Ketil ...
133
Voted
IJCNN
2006
IEEE
15 years 10 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. ...
ISLPED
2006
ACM
100views Hardware» more  ISLPED 2006»
15 years 10 months ago
Selective writeback: exploiting transient values for energy-efficiency and performance
Today’s superscalar microprocessors use large, heavily-ported physical register files (RFs) to increase the instruction throughput. The high complexity and power dissipation of ...
Deniz Balkan, Joseph J. Sharkey, Dmitry Ponomarev,...
WMTE
2005
IEEE
15 years 9 months ago
SmartTiles: Mobility and Wireless Programmability in Children's Construction and Crafts
This paper presents a working prototype of a mobile, programmable set of construction kit elements for children. SmartTiles are small, lightweight, independently programmable tile...
Nwanua Elumeze, Michael Eisenberg