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Article
Nur Farahaina, Idris and Mohd Arfian, Ismail and Mohd Izham, Mohd Jaya and Ashraf Osman, Ibrahim and Abulfaraj, Anas W. and Binzagr, Faisal (2024) Stacking with recursive feature elimination-isolation forest for classification of diabetes mellitus. PLoS ONE, 19 (5). pp. 1-18. ISSN 1932-6203. (Published)
Nur Farahaina, Idris and Mohd Arfian, Ismail (2024) A review of homogenous ensemble methods on the classification of breast cancer data. Przegląd Elektrotechniczny, 2024 (1). 101 -104. ISSN 0033-2097. (Published)
Nur Farahaina, Idris and Mohd Arfian, Ismail and Mohd Saberi, Mohamad and Shahreen, Kasim and Zalmiyah, Zakaria and Sutikno, Tole (2022) Breast cancer disease classification using fuzzy-ID3 algorithm based on association function. IAES International Journal of Artificial Intelligence, 11 (2). pp. 448-461. ISSN 2089-4872. (Published)
Nur Farahaina, Idris and Mohd Arfian, Ismail (2021) Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition. PeerJ Computer Science. ISSN 2376-5992. (Published)
Nur Farahaina, Idris and Mohd Arfian, Ismail (2020) Attribute related methods for improvement of ID3 Algorithm in classification of data: A review. Technology Reports of Kansai University, 62 (8). pp. 4759-4767. ISSN 04532198. (Published)
Thesis
Nur Farahaina, Idris (2022) Classification of breast cancer disease using bagging fuzzy-id3 algorithm based on fuzzydbd. Masters thesis, Universiti Malaysia Pahang (Contributors, Thesis advisor: Mohd Arfian, Ismail).