Complexity approximation of classification task for large dataset ensemble artificial neural networks

• Main Authors: Mumtazimah, Mohamad, Saman, M.Y.M, Hamid, N.A.
• Format: Conference or Workshop Item
• Language: English
• Published: 2019
• Subjects: QA75 Electronic computers. Computer science; T Technology (General)
• Online Access: http://eprints.unisza.edu.my/2592/1/FH03-FIK-19-28012.pdf; http://eprints.unisza.edu.my/2592/

In this paper, operational and complexity analysis model for ensemble Artificial Neural Networks (ANN) multiple classifiers are investigated. The main idea behind this, is lie on large dataset classification complexity and burden are to be moderated by using partitioning for parallel tasks and com...