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ML
2008
ACM
162views Machine Learning» more  ML 2008»
15 years 6 months ago
Incorporating prior knowledge in support vector regression
This paper explores the addition of constraints to the linear programming formulation of the support vector regression problem for the incorporation of prior knowledge. Equality an...
Fabien Lauer, Gérard Bloch
JWSR
2006
139views more  JWSR 2006»
15 years 6 months ago
Supporting Predictable Service Provision in MANETs Via Context-Aware Session Management
: The increasing ubiquity of wireless mobile devices is promoting unprecedented levels of electronic collaboration among devices interoperating to achieve a common goal. Issues rel...
Radu Handorean, Rohan Sen, Gregory Hackmann, Gruia...
NETWORK
2006
116views more  NETWORK 2006»
15 years 6 months ago
Quality of service support in IEEE 802.16 networks
During the last few years, users all over the world have become more and more accustomed to the availability of broadband access. This has boosted the use of a wide variety both o...
Claudio Cicconetti, Luciano Lenzini, Enzo Mingozzi...
PR
2006
229views more  PR 2006»
15 years 6 months ago
FS_SFS: A novel feature selection method for support vector machines
In many pattern recognition applications, high-dimensional feature vectors impose a high computational cost as well as the risk of "overfitting". Feature Selection addre...
Yi Liu, Yuan F. Zheng
IM
2007
15 years 6 months ago
Inverted Index Support for Numeric Search
Today’s search engines are increasingly required to broaden their capabilities beyond free-text search. More complex features, such as supporting range constraints over numeric ...
Marcus Fontoura, Ronny Lempel, Runping Qi, Jason Y...