39 search results - page 2 / 8 » Filter-Based Data Partitioning for Training Multiple Classif... |
MCS
2004
Springer
13 years 10 months ago
2004
Springer
Atypical observations, which are called outliers, are one of difficulties to apply standard Gaussian density based pattern classification methods. Large number of outliers makes di...
MCS
2010
Springer
13 years 7 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...
FGR
2004
IEEE
13 years 9 months ago
2004
IEEE
LDA is a popular subspace based face recognition approach. However, it often suffers from the small sample size problem. When dealing with the high dimensional face data, the LDA ...
FLAIRS
1998
13 years 6 months ago
1998
An option to ensure that operators of complex systems have adequate situation awareness (SA) to support decision making and action is to train them to acquire and maintain SA. Thi...
ICPR
2010
IEEE
13 years 9 months ago
2010
IEEE
Using Boolean AND and OR functions to combine the responses of multiple one- or two-class classifiers in the ROC space may significantly improve performance of a detection system o...