13 search results - page 1 / 3 » Effective classification of noisy data streams with attribut... |
47
Voted
KAIS
2006
14 years 9 months ago
2006
78
Voted
SSPR
2000
Springer
15 years 1 months ago
2000
Springer
In the field of pattern recognition, the concept of Multiple Classifier Systems (MCSs) was proposed as a method for the development of high performance classification systems. At p...
76
Voted
ICIAP
1999
ACM
15 years 1 months ago
1999
ACM
In the field of pattern recognition, the concept of Multiple Classifier Systems (MCSs) was proposed as a method for the development of high performance classification systems. At ...
CIDM
2007
IEEE
15 years 3 months ago
2007
IEEE
This paper presents a prototype-driven framework for classifying evolving data streams. Our framework uses cluster prototypes to summarize the data and to determine whether the cur...
79
Voted
ICDM
2008
IEEE
15 years 4 months ago
2008
IEEE
In this paper, we propose the "Democratic Classifier", a simple, democracy-inspired patternbased classification algorithm that uses very short patterns for classificatio...