1420 search results - page 17 / 284 » Cluster Ensemble Selection |
102
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JMLR
2002
15 years 4 days ago
2002
This paper introduces the problem of combining multiple partitionings of a set of objects into a single consolidated clustering without accessing the features or algorithms that d...
94
Voted
ICAPR
2009
Springer
15 years 7 months ago
2009
Springer
— Feature selection and ensemble classification increase system efficiency and accuracy in machine learning, data mining and biomedical informatics. This research presents an ana...
104
Voted
ICCV
2009
IEEE
14 years 10 months ago
2009
IEEE
Joint alignment for an image ensemble can rectify images in the spatial domain such that the aligned images are as similar to each other as possible. This important technology has...
123
Voted
IJCNN
2000
IEEE
15 years 4 months ago
2000
IEEE
In the field of pattern recognition, the combination of an ensemble of neural networks has been proposed as an approach to the development of high performance image classification...
92
Voted
MCS
2002
Springer
15 years 3 days ago
2002
Springer
We empirically evaluate several state-of-the-art methods for constructing ensembles of classifiers with stacking and show that they perform (at best) comparably to selecting the be...