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TPDS
2008
152views more  TPDS 2008»
13 years 7 months ago
Localization In Wireless Sensor Networks Based on Support Vector Machines
Abstract-- We consider the problem of estimating the geographic locations of nodes in a wireless sensor network where most sensors are without an effective self-positioning functio...
Duc A. Tran, Thinh Nguyen
BIOINFORMATICS
2004
40views more  BIOINFORMATICS 2004»
13 years 7 months ago
Support vector machine classification on the web
Paul Pavlidis, Ilan Wapinski, William Stafford Nob...
ADCM
2000
61views more  ADCM 2000»
13 years 7 months ago
Regularization Networks and Support Vector Machines
Theodoros Evgeniou, Massimiliano Pontil, Tomaso Po...
JMLR
2008
104views more  JMLR 2008»
13 years 8 months ago
Nearly Uniform Validation Improves Compression-Based Error Bounds
This paper develops bounds on out-of-sample error rates for support vector machines (SVMs). The bounds are based on the numbers of support vectors in the SVMs rather than on VC di...
Eric Bax
CVPR
2011
IEEE
12 years 11 months ago
Support Tucker Machines
In this paper we address the two-class classification problem within the tensor-based framework, by formulating the Support Tucker Machines (STuMs). More precisely, in the propos...
Irene Kotsia, Ioannis Patras