17688 search results - page 121 / 3538 » Data Set Balancing |
159
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EUROPAR
1999
Springer
15 years 8 months ago
1999
Springer
This paper describes the realization of a parallel version of the k/h-means clustering algorithm. This is one of the basic algorithms used in a wide range of data mining tasks. We ...
135
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CIDM
2009
IEEE
15 years 11 months ago
2009
IEEE
— Many real-world applications have problems when learning from imbalanced data sets, such as medical diagnosis, fraud detection, and text classification. Very few minority clas...
157
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DEXAW
2010
IEEE
15 years 5 months ago
2010
IEEE
Automatic generation of taxonomies can be useful for a wide area of applications. In our application scenario a topical hierarchy should be constructed reasonably fast from a large...
139
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ICAD
2004
15 years 5 months ago
2004
The use of sonification as a means of representing and analysing data has become a growing field of research in recent years and as such has become a far more accepted means of wo...
151
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CORR
2002
Springer
15 years 4 months ago
2002
Springer
Dealing with the NP-complete Dominating Set problem on graphs, we demonstrate the power of data reduction by preprocessing from a theoretical as well as a practical side. In parti...