Browsing Journal Articles by Author "Shahrul Nizam, Yaakob"
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Generalization performance analysis between fuzzy ARTMAP and Gaussian ARTMAP neural network
Shahrul Nizam, Yaakob; Puteh, Saad (Universiti Malaya, 2007)This paper examines the generalization characteristic of Gaussian ARTMAP (GAM) neural network in classification tasks. GAM performance for classification during training and testing is evaluated using the k-folds cross ... -
An insect classification analysis based on shape features using quality threshold ARTMAP and moment invariant
Shahrul Nizam, Yaakob; Jain, Lakhmi (Springer, 2012-07)The main objective of this paper is to investigate the use of Quality Threshold ARTMAP (QTAM) neural network in classifying the feature vectors generated by moment invariant for the insect recognition task. In this work, ...