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» Intersecting Classes and Prototypes
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ICML
2008
IEEE
14 years 8 months ago
Nearest hyperdisk methods for high-dimensional classification
In high-dimensional classification problems it is infeasible to include enough training samples to cover the class regions densely. Irregularities in the resulting sparse sample d...
Hakan Cevikalp, Bill Triggs, Robi Polikar
VALUETOOLS
2006
ACM
128views Hardware» more  VALUETOOLS 2006»
14 years 1 months ago
Relative stability analysis of multiple queues
In this paper we consider a general class of single-server multiqueue systems in which the stability of any single queue can be essentially determined by the queue’s arrival rat...
Sum Lam, Rocky K. C. Chang, Yi Xie
ICPR
2004
IEEE
14 years 8 months ago
Applying A Hybrid Method To Handwritten Character Recognition
In this paper, we propose a new prototype learning/matching method that can be combined with support vector machines (SVM) in pattern recognition. This hybrid method has the follo...
Chin-Chin Lin, Chun-Jen Chen, Fu Chang
ICDM
2009
IEEE
137views Data Mining» more  ICDM 2009»
14 years 2 months ago
Regression Learning Vector Quantization
— Learning Vector Quantization (LVQ) is a popular class of nearest prototype classifiers for multiclass classification. Learning algorithms from this family are widely used becau...
Mihajlo Grbovic, Slobodan Vucetic
VMCAI
2005
Springer
14 years 1 months ago
Termination of Polynomial Programs
We present a technique to prove termination of multipath polynomial programs, an expressive class of loops that enables practical traction and analysis. The technique is based on ï...
Aaron R. Bradley, Zohar Manna, Henny B. Sipma