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ICML
2010
IEEE
13 years 8 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
KDD
2000
ACM
13 years 11 months ago
2000
ACM
Decision trees have been successfully used for the task of classification. However, state-of-the-art algorithms do not incorporate the user in the tree construction process. This ...
ECAI
2000
Springer
13 years 12 months ago
2000
Springer
Knowledge-based systems (KBS) are not necessarily based on well-defined ontologies. In particular it is possible to build KBS for classification problems, where there is little con...
ADMA
2007
Springer
14 years 1 months ago
2007
Springer
The current research on association rule based text classification neglected several key problems. First, weights of elements in profile vectors may have much impact on generating ...
DMIN
2008
13 years 9 months ago
2008
Support Vector Machines (SVM) have gained profound interest amidst the researchers. One of the important issues concerning SVM is with its application to large data sets. It is rec...