Proving and implementing the effectiveness of iDnc for optimal 4D data signature-based cluster models of NLEX Traffic Density Data Sets

This paper used the improved cluster validity index, known as iDnc, of an existing cluster validity index Dnc. It is implemented to determine which data signature construction generates the optimal cluster models for periodic time series density data set. Furthermore, we proved the effectiveness of...

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Bibliographic Details

Published in:	Philippine computing journal 7, 1 (2012(Ag)).
Other Authors:	Maravilla, Jr., Reynaldo G., Tabanda, Elise Raina A., Tadlas, Rona May U., Malinao, Jasmine A., Adorna, Henry N.
Format:	Article
Language:	English
Subjects:	Data Signatures. Traffic Density Analysis. North Luzon Expressway. Cluster Validity Index. Data Image.