A self organizing map (SOM) guided rule based system for freshwater tropical algal analysis and prediction

• Main Authors: Malek Abd Rashid, Sorayya Bibi Malek, Salleh, Aishah, Baba, Mohd Sapiyan, Syed Ahmad Abdul Rahman, Sharifah Mumtazah
• Format: Article
• Language: English
• Published: Academic Journals 2011
• Online Access: http://psasir.upm.edu.my/id/eprint/23121/1/A%20self%20organizing%20map%20%28SOM%29%20guided%20rule%20based%20system.pdf; http://psasir.upm.edu.my/id/eprint/23121/; http://www.academicjournals.org/journal/SRE/article-abstract/1179EBA40193
• Institution: Universiti Putra Malaysia

This paper describes the feasibility study of applying a hybrid combination of Kohonen self organizing feature maps (SOM) and a rule based system in predicting the biomass of selected algae division (Chlorophyta) at tropical Putrajaya Lake (Malaysia). The system was trained and tested on an over fiv...