638 search results - page 86 / 128 » A Training Method with Small Computation for Classification |
KDD
2000
ACM
13 years 11 months ago
2000
ACM
In this paper we introduce the Generalized Bayesian Committee Machine (GBCM) for applications with large data sets. In particular, the GBCM can be used in the context of kernel ba...
ICPR
2008
IEEE
14 years 2 months ago
2008
IEEE
In this paper, a novel framework for face recognition based on discriminatively trained orthogonal rank-one tensor projections (ORO) and local binary pattern (LBP) is proposed. LB...
VLSISP
2010
13 years 6 months ago
2010
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...
ICCV
2005
IEEE
14 years 9 months ago
2005
IEEE
Although a considerable amount of work has been published on material classification, relatively little of it studies situations with considerable variation within each class. Man...
MCS
2010
Springer
13 years 10 months ago
2010
Springer
Abstract. In adversarial classification tasks like spam filtering, intrusion detection in computer networks and biometric authentication, a pattern recognition system must not only...