Classification of Quranic topics using SMOTE technique

• Main Authors: Arkok, Bassam, Zeki, Akram M.
• Format: Conference or Workshop Item
• Language: English; English
• Published: Institute of Electrical and Electronics Engineers Inc. 2021
• Subjects: QA76 Computer software; TK7885 Computer engineering
• Online Access: http://irep.iium.edu.my/97230/7/97230_Classification%20of%20Quranic%20topics%20using%20SMOTE%20technique_SCOPUS.pdf; http://irep.iium.edu.my/97230/8/97230_Classification%20of%20Quranic%20topics%20using%20SMOTE%20technique.pdf; http://irep.iium.edu.my/97230/; https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9664774; https://doi.org/10.1109/MTICTI53925.2021.9664774

This paper aims to classify the Quranic topics that differ in their number of verses by applying the SMOTE technique. SMOTE is used to rebalance samples of minority classes in these Quranic topics. Moreover, SMOTE is combined with many classifiers to choose the best technique for the Quranic classif...