2383 search results - page 182 / 477 » Finding Representative Set from Massive Data |
175
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AICS
2009
15 years 2 months ago
2009
Multi-class classification algorithms are very widely used, but we argue that they are not always ideal from a theoretical perspective, because they assume all classes are characte...
124
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ESANN
2008
15 years 6 months ago
2008
Abstract. We study Winner-Takes-All and rank based Vector Quantization along the lines of the statistical physics of off-line learning. Typical behavior of the system is obtained w...
140
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ISBI
2009
IEEE
15 years 11 months ago
2009
IEEE
In this paper, we propose a data-driven approach that extracts prior information for segmentation of the left ventricle in cardiac MR images of transplanted rat hearts. In our app...
161
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CSMR
2004
IEEE
15 years 8 months ago
2004
IEEE
Combining static and dynamic information is highly relevant in many reverse engineering, program comprehension and maintenance task. Dynamic analysis is particularly effective whe...
148
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OSDI
2004
ACM
16 years 5 months ago
2004
ACM
This paper studies the use of statistical induction techniques as a basis for automated performance diagnosis and performance management. The goal of the work is to develop and ev...