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--- ongoing [2010/08/24 16:02] – bil
+++ ongoing [2010/09/08 16:47] (current) – bil
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 ====== Ongoing projects ======
-====== Web-based digital system ======
+====== Web-based digital signage system ======
 **Student**:  Ankit Agrawal
@@ Line 33: / Line 33: @@
 __Description__
+The student will design and implement an entropy-based concept drift detection method. The method will be an improved version of the entropy-based method described by Vorburger and Bernstein, which is likely to contain flaws. The student will first study the original method, identify problems, implement the method to verify the identified problems, implement a corrected version of the method and evaluate the corrected version on a number of data stream data sets. The student is also expected to improve the corrected version of the entropy-based drift detection method by using the bootstrapping technique to automatically determine the threshold used in the entropy-based method.
 ====== Computer Security Lab Evaluation ======