Multistrategy self-organizing map learning for classification problems

• Main Authors: Hasan, S., Shamsuddin, S. M.
• Format: Article
• Language: English
• Published: Hindawi Publishing Corporation 2011
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/23022/1/ShafaatunnurHassan2011_MultistrategySelfOrganizingMapLearning.pdf; http://eprints.utm.my/id/eprint/23022/; http://dx.doi.org/10.1155/2011/121787
• Institution: Universiti Teknologi Malaysia

Multistrategy Learning of Self-Organizing Map (SOM) and Particle Swarm Optimization (PSO) is commonly implemented in clustering domain due to its capabilities in handling complex data characteristics. However, some of these multistrategy learning architectures have weaknesses such as slow convergenc...