Incremental induction of fuzzy classification rules
Authors: Bouchachia, A.
Journal: 2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems, ESDIS 2009 - Proceedings
Pages: 32-39
ISBN: 9781424427543
DOI: 10.1109/ESDIS.2009.4938996
Abstract:The present paper presents an incremental fuzzy rule based system for classification purposes. Relying on fuzzy min-max neural networks, the present paper shows how fuzzy rules can be continuously online generated to meet the requirements of non-stationary dynamic environments. Simulation results are reported to show the effectiveness of the proposed approach.
Source: Scopus
Preferred by: Hamid Bouchachia
Incremental Induction of Fuzzy Classification Rules
Authors: Bouchachia, A.
Journal: 2009 IEEE WORKSHOP ON EVOLVING AND SELF-DEVELOPING INTELLIGENT SYSTEMS
Pages: 32-39
ISBN: 978-1-4244-2754-3
DOI: 10.1109/ESDIS.2009.4938996
Source: Web of Science (Lite)