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The Trace Criterion for Kernel Bandwidth Selection for Support Vector Data Description
Support vector data description (SVDD) is a popular anomaly detection technique.
The Mean and Median Criterion for Automatic Kernel Bandwidth Selection for Support Vector Data Description
The computation of the SVDD classifier requires a kernel function, and the Gaussian kernel is a common choice for the kernel function.
A Case Study in Text Mining: Interpreting Twitter Data From World Cup Tweets
We clustered the tweets using k-means, a commonly used clustering algorithm, and Non-Negative Matrix Factorization (NMF) and compared the results.
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