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

• Main Author: Brahim Belhaouari, samir
• Format: Citation Index Journal
• Published: 2008
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utp.edu.my/905/1/C_K_NN.pdf; http://eprints.utp.edu.my/905/
• Institution: Universiti Teknologi Petronas

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...