A hybrid supervised ANN for classification and data visualization

• المؤلفون الرئيسيون: Chee, Siong Teh, Zahan Tapan, Md. Sarwar
• التنسيق: مقال
• اللغة: English
• منشور في: IEEE 2008
• الموضوعات: T Technology (General)
• الوصول للمادة أونلاين: http://ir.unimas.my/id/eprint/16550/1/Chee%20Siong%20Teh.pdf; http://ir.unimas.my/id/eprint/16550/; http://ieeexplore.ieee.org/document/4633848/

Supervised ANNs such as Learning Vector Quantization (LVQs) and Multi-Layer Perceptrons (MLPs) usually do not support data visualization beside classification. Unsupervised visualization focused ANNs such as Self-organizing Maps (SOM) and its variants such as Visualization induced SOM (ViSOM) on the...