On quantitative evaluation of clustering systems

• Main Authors: HE, Ji, TAN, Ah-hwee, TAN, Chew-Lim, SUNG, Sam-Yuan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2003
• Subjects: Cluster System; Cluster Quality; Adaptive Resonance Theory; Pattern Representation; Codebook Size; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/5205; https://ink.library.smu.edu.sg/context/sis_research/article/6208/viewcontent/He02Clustering.dvi.pdf
• Institution: Singapore Management University

Clustering refers to the task of partitioning unlabelled data into meaningful groups (clusters). It is a useful approach in data mining processes for identifying hidden patterns and revealing underlying knowledge from large data collections. The application areas of clustering, to name a few, includ...