Fast and Accuracy Control Chart Pattern Recognition using a New cluster-k-Nearest Neighbor

By taking advantage of both k-NN which is highly accurate and K-means cluster which is able to reduce the time of classi¯cation, we can introduce Cluster-k-Nearest Neighbor as "variable k"-NN dealing with the centroid or mean point of all subclasses generated by clustering algorithm. In...

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Bibliographic Details
Main Author: Brahim Belhaouari, samir
Format: Citation Index Journal
Published: 2008
Subjects:
Online Access:http://eprints.utp.edu.my/905/1/C_K_NN.pdf
http://eprints.utp.edu.my/905/
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Institution: Universiti Teknologi Petronas