104 search results - page 12 / 21 » Verification Under Increasing Dimensionality |
105
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BMCBI
2006
14 years 11 months ago
2006
Background: Accurate methods for extraction of meaningful patterns in high dimensional data have become increasingly important with the recent generation of data types containing ...
110
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EWCBR
2006
Springer
15 years 3 months ago
2006
Springer
Feature selection algorithms can reduce the high dimensionality of textual cases and increase case-based task performance. However, conventional algorithms (e.g., information gain)...
108
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ML
2007
ACM
14 years 11 months ago
2007
ACM
We consider multivariate density estimation with identically distributed observations. We study a density estimator which is a convex combination of functions in a dictionary and ...
114
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KDD
2004
ACM
16 years 2 days ago
2004
ACM
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
DAC
2003
ACM
16 years 19 days ago
2003
ACM
Noise affects circuit operation by increasing gate delays and causing latches to capture incorrect values. This paper proposes a method of characterizing correlation of signal tra...