52 search results - page 1 / 11 » Robust Classification for Imprecise Environments |
CORR
2000
Springer
13 years 4 months ago
2000
Springer
In real-world environments it usually is difficult to specify target operating conditions precisely, for example, target misclassification costs. This uncertainty makes building ro...
AAAI
1998
13 years 5 months ago
1998
IPMU
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. The naive credal classifier (NCC) extends naive Bayes classifier (NBC) to imprecise probabilities to robustly deal with the specification of the prior; NCC models a state...
BMVC
2010
13 years 2 months ago
2010
Texture classification is used for many vision systems; in this paper we focus on improving the reliability of the classification through the so-called imprecise (or credal) class...
EUSFLAT
2001
13 years 5 months ago
2001
In this paper we present a new approach to incremental user recognition in fuzzy environments where user classification is updated within an epistemological model. We extend Einho...