Towards Utilization of Neurofuzzy Systems for Taxonomic Identification Using Psittacines as a Case Study

الملخص EN

Demonstration of the neurofuzzy application to the task of psittacine (parrot) taxonomic identification is presented in this paper.

In this work, NEFCLASS-J neurofuzzy system is utilized for classification of parrot data for 141 and 183 groupings, using 68 feature points or qualities.

The reported results display classification accuracies of above 95%, which is strongly tied to the setting of certain parameters of the neurofuzzy system.

Rule base sizes were in the range of 1,750 to 1,950 rules.