595 search results - page 57 / 119 » Learning Patterns in Noisy Data: The AQ Approach |
181
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COMPLIFE
2006
Springer
15 years 8 months ago
2006
Springer
Background: The computer-assisted detection of small molecules by mass spectrometry in biological samples provides a snapshot of thousands of peptides, protein fragments and prote...
147
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FAST
2009
15 years 2 months ago
2009
We present DIADS, an integrated DIAgnosis tool for Databases and Storage area networks (SANs). Existing diagnosis tools in this domain have a database-only (e.g., [11]) or SAN-onl...
138
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ICMLA
2004
15 years 6 months ago
2004
AdaBoost rarely suffers from overfitting problems in low noise data cases. However, recent studies with highly noisy patterns clearly showed that overfitting can occur. A natural s...
134
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IJCAI
2007
15 years 6 months ago
2007
The training of support vector machines (SVM) involves a quadratic programming problem, which is often optimized by a complicated numerical solver. In this paper, we propose a muc...
162
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ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
This paper presents a robust unsupervised learning approach for detection of anomalies in patterns of human behavior using multi-modal smart environment sensor data. We model the ...