1490 search results - page 23 / 298 » Combining Methods for Dynamic Multiple Classifier Systems |
106
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ICPR
2010
IEEE
15 years 4 months ago
2010
IEEE
In this paper, we present a new method to design customizable self-evolving fuzzy rule-based classifiers. The presented approach combines an incremental clustering algorithm with a...
109
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ADBIS
2003
Springer
15 years 5 months ago
2003
Springer
Recent research has shown the integration of multiple classifiers to be one of the most important directions in machine learning and data mining. It was shown that, for an ensemble...
96
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CVPR
2003
IEEE
16 years 2 months ago
2003
IEEE
For purpose of object recognition, we learn one discriminative classifier based on one prototype, using shape context distances as the feature vector. From multiple prototypes, th...
104
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EWCBR
2006
Springer
15 years 4 months ago
2006
Springer
The design of a CBR system involves the use of similarity metrics. For many applications, various functions can be adopted to compare case features and to aggregate them into a glo...
PAMI
1998
15 years 3 days ago
1998
—Much of previous attention on decision trees focuses on the splitting criteria and optimization of tree sizes. The dilemma between overfitting and achieving maximum accuracy is ...