2497 search results - page 448 / 500 » A Partial-Repeatability Approach to Data Mining |
118
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SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
This paper presents a stagewise least square (SLS) loss function for classification. It uses a least square form within each stage to approximate a bounded monotonic nonconvex los...
135
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SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
This paper studies the ensemble selection problem for unsupervised learning. Given a large library of different clustering solutions, our goal is to select a subset of solutions t...
105
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SDM
2007
SIAM
15 years 4 months ago
2007
SIAM
Mass-produced goods tend to be highly standardized in order to maximize manufacturing efficiencies. Some high-value goods with limited production quantities remain much less stand...
155
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SDM
2007
SIAM
15 years 4 months ago
2007
SIAM
A frequently encountered problem in decision making is the following review problem: review a large number of objects and select a small number of the best ones. An example is sel...
121
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DAGSTUHL
2004
15 years 4 months ago
2004
Subgroup discovery aims at finding interesting subsets of a classified example set that deviates from the overall distribution. The search is guided by a so-called utility function...