Predictive self-organizing networks for text categorization

• Main Author: TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2001
• Subjects: Data mining; Information retrieval systems; Knowledge based systems; Neural networks; Databases and Information Systems; Numerical Analysis and Scientific Computing; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/6280; https://ink.library.smu.edu.sg/context/sis_research/article/7283/viewcontent/tc_pakdd01.pdf
• Institution: Singapore Management University

This paper introduces a class of predictive self-organizing neural networks known as Adaptive Resonance Associative Map (ARAM) for classification of free-text documents. Whereas most sta- tistical approaches to text categorization derive classification knowledge based on training examples alone, ARA...