Recursive self organizing maps with hybrid clustering

• Main Authors: RAMANATHAN, Kiruthika, GUAN, Sheng Uei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2006
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/7429
• Institution: Singapore Management University

We introduce the concept of a neural network based recursive clustering which creates an ensemble of clusters by recursive decomposition of data. The work involves a hybrid combination of a global clustering algorithm followed by a corresponding local clustering algorithm. Evolutionary self organizi...