1969 search results - page 137 / 394 » Fuzzy sets in machine learning and data mining |
129
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ICML
2002
IEEE
16 years 5 months ago
2002
IEEE
Learning from structured data is becoming increasingly important. However, most prior work on kernel methods has focused on learning from attribute-value data. Only recently, rese...
135
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NIPS
2007
15 years 5 months ago
2007
To accelerate the training of kernel machines, we propose to map the input data to a randomized low-dimensional feature space and then apply existing fast linear methods. The feat...
127
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ICML
2000
IEEE
15 years 8 months ago
2000
IEEE
We present feature transformations useful for exploratory data analysis or for pattern recognition. Transformations are learned from example data sets by maximizing the mutual inf...
121
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GECCO
2004
Springer
15 years 9 months ago
2004
Springer
A critical success factor in Insurance business is its ability to use information sources and contained knowledge in the most effective way. Its profitability is obtained through t...
182
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SDM
2012
SIAM
13 years 6 months ago
2012
SIAM
Multiple data sources containing different types of features may be available for a given task. For instance, users’ profiles can be used to build recommendation systems. In a...