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Lin, Chih
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Automatic kernel clustering with bee colony optimization algorithm
Kuo R., Huang Y., Lin C., Wu Y., Zulvia F. Information Sciences 283107-122, 2014. Type: Article
Clustering is an unsupervised classification approach extensively used in data mining and pattern recognition. Many clustering techniques have been developed so far. The value of each algorithm depends on the particular problem where i...
...
Apr 8 2015
Large linear classification when data cannot fit in memory
Yu H., Hsieh C., Chang K., Lin C. ACM Transactions on Knowledge Discovery from Data 5(4): 1-23, 2012. Type: Article
Linear classification is the process of discriminating objects using linear combinations of the features (or model parameters) extracted (or estimated) from the objects. Among the various available classifiers, support vector machines ...
...
Aug 10 2012
Trust region Newton method for logistic regression
Lin C., Weng R., Keerthi S. The Journal of Machine Learning Research 9627-650, 2008. Type: Article
Logistic regression is a special type of regression in which the dependent variable equals zero or one, indicating the presence or absence of some quality. The explanatory variables can be continuous or categorical, and the relationshi...
...
Feb 10 2009
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