An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification

• Main Authors: Yap K.S., Lim C.P., Mohamad-Saleh J.
• Other Authors: 24448864400
• Format: Article
• Published: 2023
• Subjects: Adaptive resonance theory; Fuzzy rule extraction; Generalized regression neural network; Medical diagnosis; Pattern classification; Classification (of information); Diagnosis; Fuzzy rules; Medical problems; Regression analysis; Resonance; Generalized regression neural networks; Neural networks
• Institution: Universiti Tenaga Nasional

Generalized Adaptive Resonance Theory (GART) is a neural network model based on the integration of Gaussian ARTMAP and the Generalized Regression Neural Network. As demonstrated in our previous work, GART is capable of online learning and is effective in tackling both classification and regression t...