2782 search results - page 270 / 557 » Pattern Recognition |
142
Voted
MCS
2001
Springer
15 years 8 months ago
2001
Springer
Abstract. Given an arbitrary data set, to which no particular parametrical, statistical or geometrical structure can be assumed, different clustering algorithms will in general pr...
133
Voted
MCS
2001
Springer
15 years 8 months ago
2001
Springer
One of the main factors affecting the effectiveness of ECOC methods for classification is the dependence among the errors of the computed codeword bits. We present an extensive ...
118
Voted
MCS
2001
Springer
15 years 8 months ago
2001
Springer
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...
141
Voted
CIARP
2007
Springer
15 years 7 months ago
2007
Springer
Abstract. Diversity is a key characteristic to obtain advantages of combining predictors. In this paper, we propose a modification of bagging to explicitly trade off diversity and ...
137
Voted
CIARP
2007
Springer
15 years 7 months ago
2007
Springer
The sequential approach to colour texture classification relies on colour histogram clustering before extracting texture features from indexed images. The basic idea of such method...