3066 search results - page 565 / 614 » Data Mining for Genetics: A Genetic Algorithm Approach |
121
Voted
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...
151
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PKDD
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. The eigenspectrum of a graph Laplacian encodes smoothness information over the graph. A natural approach to learning involves transforming the spectrum of a graph Laplaci...
128
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PKDD
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. One of the key problems in model-based reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large relational domains, in wh...
142
Voted
ICDM
2010
IEEE
15 years 1 months ago
2010
IEEE
Abstract--We propose a framework for discovery of collaborative community structure in Wiki-based knowledge repositories based on raw-content generation analysis. We leverage topic...
162
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ADMA
2010
Springer
14 years 10 months ago
2010
Springer
We introduce a novel approach to incremental e-mail categorization based on identifying and exploiting "clumps" of messages that are classified similarly. Clumping reflec...