An artificial neural network model for multi dimension reduction and data structure exploration, Proceedings of International Conference of Soft Computing and Pattern Recognition (SoCPaR 2009), December 4-7, 2009

• Main Authors: Teh, Chee Siong, Ming Leong, Yii, Chen, Chwen Jen
• Format: Proceeding
• Language: English
• Published: 2009
• Subjects: L Education (General); T Technology (General)
• Online Access: http://ir.unimas.my/id/eprint/9982/1/An%20artificial.pdf; http://ir.unimas.my/id/eprint/9982/; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5370228

This paper proposes an hybrid artificial neural network (ANN) with self-organizing map (SOM) and modified adaptive coordinates (AC) for multivariate dimension reduction and data structures exploration. SOM, being a prominent unsupervised learning algorithm, is often used for multivariate data visual...