27 search results - page 1 / 6 » Using the Geometrical Distribution of Prototypes for Trainin... |
CAEPIA
2003
Springer
13 years 10 months ago
2003
Springer
Abstract. In this paper, some new approaches to training set size reduction are presented. These schemes basically consist of defining a small number of prototypes that represent ...
PAA
2008
13 years 4 months ago
2008
Artificial immune system (AIS)-based pattern classification approach is relatively new in the field of pattern recognition. The study explores the potentiality of this paradigm in ...
PREMI
2005
Springer
13 years 10 months ago
2005
Springer
In the typical nonparametric approach to classification in instance-based learning and data mining, random data (the training set of patterns) are collected and used to design a d...
ESCIENCE
2006
IEEE
13 years 8 months ago
2006
IEEE
Application execution time prediction is of key importance in making decisions about efficient usage of Grid resources. Grid services lack support of a generic application executi...
FSKD
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. In this paper, we propose a novel classification algorithm, called geometrical probability covering (GPC) algorithm, to improve classification ability. On the basis of ...