1025 search results - page 71 / 205 » Constraint Programming for Data Mining and Machine Learning |
129
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TKDE
2010
15 years 1 months ago
2010
—A major assumption in many machine learning and data mining algorithms is that the training and future data must be in the same feature space and have the same distribution. How...
154
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APBC
2006
15 years 4 months ago
2006
: The rapid growth of biological databases not only provides biologists with abundant data but also presents a big challenge in relation to the analysis of data. Many data analysis...
149
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ICDM
2006
IEEE
15 years 9 months ago
2006
IEEE
We propose an algorithm for extracting fields from HTML search results. The output of the algorithm is a database table– a data structure that better lends itself to high-level...
136
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AAAI
2008
15 years 5 months ago
2008
This paper describes a method and system for integrating machine learning with planning and data visualization for the management of mobile sensors for Earth science investigation...
100
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
For large-scale classification problems, the training samples can be clustered beforehand as a downsampling pre-process, and then only the obtained clusters are used for training....