154
Voted
AIPR
15 years 6 months ago
2004 IEEE 
This paper describes a novel color texture-based image retrieval system for the query of an image database to find similar images to a target image. The retrieval process involves...
150
Voted
PRIS
15 years 3 months ago
2004 
We address the problem of the combination of multiple data partitions, that we call a clustering ensemble. We use a recent clustering approach, known as Spectral Clustering, and th...
150
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MCS
15 years 7 months ago
2004 Springer
We experimentally evaluate bagging and six other randomization-based approaches to creating an ensemble of decision-tree classifiers. Bagging uses randomization to create multipl...
148
Voted
SSPR
15 years 7 months ago
2004 Springer
Abstract. In surveillance systems for monitoring people behaviour, it is imporant to build systems that can adapt to the signatures of the people tasks and movements in the environ...
145
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SSPR
15 years 7 months ago
2004 Springer
Classification fusion combines multiple classifications of data into a single classification solution of greater accuracy. Feature extraction aims to reduce the computational cost ...
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Pattern Recognition