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Article

Tusher, Ekramul Haque and Mohd Arfian, Ismail and Khan, Ferose and Anis Farihan, Mat Raffei and Md Akbar, Jalal Uddin (2024) Semi-supervised learning: Assisted cardiovascular disease forecasting using self-learning approaches. Journal of Advanced Research in Applied Sciences and Engineering Technology, 56 (1). pp. 136-150. ISSN 2462-1943. (In Press / Online First) (In Press / Online First)

Tusher, Ekramul Haque and Mohd Arfian, Ismail and Rahman, Md Arafatur and Alenezi, Ali H. and Uddin, Mueen (2024) Email spam: A comprehensive review of optimize detection methods, challenges, and open research problems. IEEE Access, 12. 143627 -143657. ISSN 2169-3536. (Published)

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)

Eljak, Hana and Ashraf Osman, Ibrahim and Saeed, Fakhreldin and Hashem, Ibrahim Abaker Targio and Abdelmaboud, Abdelzahir and Syed, Hassan Jamil and Abulfaraj, Anas Waleed and Mohd Arfian, Ismail and Elsafi, Abu bakar (2024) E-learning-based cloud computing environment : A systematic review, challenges, and opportunities. IEEE Access, 12. pp. 7329-7355. ISSN 2169-3536. (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)

Nurulain Nusrah, Mohd Azam and Mohd Arfian, Ismail and Mohd Saberi, Mohamad and Ashraf Osman, Ibrahim and Jeba, Shermina (2023) Classification of COVID-19 symptoms using multilayer perceptron. Iraqi Journal for Computer Science and Mathematics (IJCSM), 4 (4). pp. 100-110. ISSN 2788-7421. (Published)

Ahmad Muhaimin, Ismail and Muhammad Akmal, Remli and Yee Wen, Choon and Nurul Athirah, Nasarudin and Norsyahidatul Nazirah, Ismail and Mohd Arfian, Ismail and Mohd Saberi, Mohamad (2023) Artificial Bee Colony algorithm in estimating kinetic parameters for yeast fermentation pathway. Journal of integrative bioinformatics, 20 (2). pp. 1-8. ISSN 1613-4516. (Published)

Noor Syahirah, Nordin and Mohd Arfian, Ismail (2023) A hybridization of butterfly optimization algorithm and harmony search for fuzzy modelling in phishing attack detection. Neural Computing and Applications, 35 (7). pp. 5501-5512. ISSN 0941-0643. (Published)

Mohd Arfian, Ismail and Siti Nur Fathin Najwa, Mustaffa and Abed, Munther H. (2023) AI-Enabled Deep Learning Model for COVID-19 Identification Leveraging Internet of Things. Wasit Journal of Computer and Mathematics Science, 2 (2). pp. 33-39. ISSN 2788-5879. (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 Azieta, Mohamad Aseri and Mohd Arfian, Ismail and Abdul Sahli, Fakharudin and Ashraf Osman, Ibrahim and Shahreen, Kasim and Noor Hidayah, Zakaria and Sutikno, Tole (2022) Comparison of meta-heuristic algorithms for fuzzy modelling of covid-19 illness’ severity classification. IAES International Journal of Artificial Intelligence, 11 (1). pp. 50-64. ISSN 2089-4872. (Published)

BinJubeir, Mohammed Ma. and Mohd Arfian, Ismail and Ali Ahmed, Abdulghani and Sadiq, Ali Safaa (2022) Slicing-based enhanced method for privacy-preserving in publishing big data. Computers, Materials & Continua, 72 (2). pp. 3665-3686. ISSN 1546-2226. (Published)

Kumar, Harish and Soh, Ping Jack and Mohd Arfian, Ismail (2022) Big data streaming platforms : A review. Iraqi Journal for Computer Science and Mathematics, 3 (2). pp. 95-100. ISSN 2788-7421. (Published)

Qasim, Adeeb Mansoor and Aljanabi, Mohammad and Shahreen, Kasim and Mohd Arfian, Ismail and Gusman, Taufik (2022) Study the field of view influence on the monchromatic and polychromatic image quality of a human eye. International Journal on Informatics Visualization, 6 (1-2). pp. 151-154. ISSN 2549-9904. (Published)

Man, Mei Yen and Mohd Saberi, Mohamad and Choon, Yee Wen and Mohd Arfian, Ismail (2021) In silico gene knockout prediction using a hybrid of Bat algorithm and minimization of metabolic adjustment. Journal of integrative bioinformatics, 18 (3). pp. 1-14. ISSN 1613-4516. (Published)

Noor Syahirah, Nordin and Mohd Arfian, Ismail and Tole, Sutikno and Shahreen, Kasim and Rohayanti, Hassan and Zalmiyah, Zakaria and Mohd Saberi, Mohamad (2021) A comparative analysis of metaheuristic algorithms in fuzzy modelling for phishing attack detection. Indonesian Journal of Electrical Engineering and Computer Science, 23 (2). pp. 1146-1158. ISSN 2502-4752. (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)

Aljanabi, Mohammad and Mohd Arfian, Ismail (2021) Improved intrusion detection algorithm based on TLBO and GA algorithms. International Arab Journal of Information Technology, 18 (2). pp. 170-179. ISSN 1683-3198. (Published)

Aljanabi, Mohammad and Mohd Arfian, Ismail and Ali, Ahmed Hussein (2021) Intrusion Detection Systems, Issues, Challenges, and Needs. International Journal of Computational Intelligence Systems, 14 (1). pp. 560-571. ISSN 1875-6883. (Published)

Lee, M. K. and Mohd Saberi, Mohamad and Choon, Yee Wen and Kauthar, Mohd Daud and Nurul Athirah, Nasarudin and Mohd Arfian, Ismail and Zuwairie, Ibrahim and Suhaimi, Napis and Sinnott, Richard O. (2020) Comparison of optimization-modelling methods for metabolites production in escherichia coli. Journal of integrative bioinformatics, 17 (1). pp. 1-7. ISSN 1613-4516. (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)

Mohammed, Jubeir and Mohd Arfian, Ismail and Shahreen, Kasim and Hidra, Amnur and Defni, . (2020) Big Healthcare Data: Survey of Challenges and Privacy. JOIV: International Journal on Informatics Visualization, 4 (4). pp. 184-190. ISSN 2549-9904. (Published)

Siti Noranisah, Wan Ahmad and Mohd Arfian, Ismail and Edi, Sutoyo and Shahreen, Kasim and Mohd Saberi, Mohamad (2020) Comparative performance of machine learning methods for classification on phishing attack detection. International Journal of Advanced Trends in Computer Science and Engineering, 9 (1 SI-5). pp. 349-354. ISSN 2278-3091. (Published)

Noor Syahirah, Nordin and Mohd Arfian, Ismail and Nurul Aswa, Omar (2020) Fuzzy modelling using butterfly optimization algorithm for phishing detection. International Journal of Advanced Trends in Computer Science and Engineering, 9 (1.5). pp. 1-6. ISSN 2278-3091. (Published)

Aljanabi, Mohammad and Mohd Arfian, Ismail and Mezhuyev, Vitaliy (2020) Improved TLBO-JAYA Algorithm for Subset Feature Selection and Parameter Optimisation in Intrusion Detection System. Complexity, 2020 (287684). pp. 1-18. ISSN 1099-0526 (Online). (Published)

Aljanabi, Mohammad and Ebraheem, Hind Ra'ad and Hussain, Zahraa Faiz and Mohd Farhan, Md Fudzee and Shahreen, Kasim and Mohd Arfian, Ismail and Meidelfie, Dwiny and Eriandae, Aldo (2020) Large Dataset Classification Using Parallel Processing Concept. JOIV: International Journal on Informatics Visualization, 4 (4). pp. 191-194. ISSN 2549-9904. (Published)

Faiz Hussain, Zahraa and Ibraheem, Hind Raad and Alsajri, Mohammad and Ali, Ahmed Hussein and Mohd Arfian, Ismail and Shahreen, Kasim and Sutikno, Tole (2020) A new model for iris data set classification based on linear support vector machine parameter's optimization. International Journal of Electrical and Computer Engineering (IJECE), 10 (1). pp. 1079-1084. ISSN 2088-8708. (Published)

BinJubeir, Mohammed and Ali Ahmed, Abdul Ghani and Mohd Arfian, Ismail and Sadiq, Ali Safaa and Muhammad Khurram, Khan (2019) Comprehensive survey on Big Data Privacy Protection. IEEE Access, 8. pp. 2067-2079. ISSN 2169-3536. (Published)

Noor Syahirah, Nordin and Mohd Arfian, Ismail and Mezhuyev, Vitaliy and Shahreen, Kasim and Mohd Saberi, Mohamad and Ashraf Osman, Ibrahim (2019) Fuzzy modelling using firefly algorithm for phishing detection. Advances in Science, Technology and Engineering Systems Journal, 4 (6). pp. 291-296. ISSN 2415-6698. (Published)

Kohbalan, Moorthy and Ali, Mohammed Hasan and Mohd Arfian, Ismail and Chan, Weng Howe and Mohd Saberi, Mohamad and Safaai, Deris (2019) An Evaluation of Machine Learning Algorithms for Missing Values Imputation. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8 (12S2). pp. 415-420. ISSN 2278-3075. (Published)

Ashraf Osman, Ibrahim and Siti Mariyam, Shamsuddin and Abdulrazak, Yahya Saleh and Ahmed, Ali and Mohd Arfian, Ismail and Shahreen, Kasim (2019) Backpropagation neural network based on local search strategy and enhanced multi-objective evolutionary algorithm for breast cancer diagnosis. International Journal on Advanced Science, Engineering and Information Technology, 9 (2). pp. 609-615. ISSN 2088-5334. (Published)

Mei, Kie Hon and Mohd Saberi, Mohamad and Abdul Hakim, Mohamed Salleh and Yee, Wen Choon and Kauthar, Mohd Daud and Muhammad Akmal, Remli and Mohd Arfian, Ismail and Omatu, Sigeru and Sinnott, Richard O. and Corchado, Juan Manuel (2019) Identifying a Gene Knockout Strategy Using a Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis to Enhance the Production of Succinate and Lactate in Escherichia Coli. Interdisciplinary Sciences: Computational Life Sciences, 11 (1). pp. 33-44. ISSN 1913-2751. (Published)

Mohd Arfian, Ismail and Mezhuyev, Vitaliy and Irfan, Darmawan and Shahreen, Kasim and Mohd Saberi, Mohamad and Ashraf Osman, Ibrahim (2019) Optimization of biochemical systems production using combination of newton method and particle swarm optimization. International Journal on Advanced Science, Engineering and Information Technology, 9 (3). pp. 753-758. ISSN 2088-5334. (Published)

Jupin, John Arthur and Sutikno, Tole and Mohd Arfian, Ismail and Mohd Saberi, Mohamad and Shahreen, Kasim and Deris, Stiawan (2019) Review of the machine learning methods in the classification of phishing attack. Bulletin of Electrical Engineering and Informatics, 8 (4). pp. 1545-1555. ISSN 2089-3191 (Print); 2302-9285 (Online). (Published)

Mezhuyev, Vitaliy and Al-Emran, Mostafa and Mohd Arfian, Ismail and Benedicenti, Luigi and Durkahpuvanesvari, Chandran (2019) The acceptance of search-based software engineering techniques: An empirical evaluation using the technology acceptance model. IEEE Access, 7. pp. 101073-101085. ISSN 2169-3536. (Published)

Mezhuyev, Vitaliy and Mohammed, Muamer N. and Mohd Arfian, Ismail and Mohamad Fadli, Zolkipli (2018) Development of GPU-based visual environment for metamaterials design. Advanced Science Letters, 24 (10). pp. 7269-7272. ISSN 1936-6612. (Published)

Chandran, Suntharaamurthi and Kohbalan, Moorthy and Mohd Arfian, Ismail and Mohd Zamri, Osman and Mohd Azwan Mohamad, Hamza and Ernawan, Ferda (2018) An Improved Integrative Random Forest for Gene Regulatory Network Inference of Breast Cancer. Advanced Science Letters, 24 (10). pp. 7566-7571. ISSN 1936-6612. (Published)

Azrag, M. A. K. and Tuty Asmawaty, Abdul Kadir and Mohd Arfian, Ismail (2018) A Review of Large-Scale Kinetic Parameters in Metabolic Network Model of Escherichia coli. Advanced Science Letters, 24 (10). pp. 7512-7518. ISSN 1936-6612. (Published)

Choon, Sen Seah and Shahreen, Kasim and Mohd Farhan, Md Fudzee and Mohd Saberi, Mohamad and Rd Rohmat, Saedudin and Rohayanti, Hassan and Mohd Arfian, Ismail and Rodziah, Atan (2018) An effective pre-processing phase for gene expression classification. Indonesian Journal of Electrical Engineering and Computer Science, 11 (3). pp. 1223-1227. ISSN 2502-4752. (Published)

Mohd Arfian, Ismail and Kirahman, Ab Razak and Kohbalan, Moorthy and Mezhuyev, Vitaliy and Shahreen, Kasim and Ashraf Osman, Ibrahim (2018) Newton competitive genetic algorithm method for optimization the production of biochemical systems. Advanced Science Letters, 24 (10). pp. 7481-7485. ISSN 1936-6612. (Published)

Khaleel, M. K. and Mohd Arfian, Ismail and Yunan, Umar and Shahreen, Kasim (2018) Review on Intrusion Detection System Based on The Goal of The Detection System. International Journal of Integrated Engineering, 10 (6). pp. 197-202. ISSN 2229-838X (Print); 2600-7916 (Online). (Published)

Choon, Sen Seah and Shahreen, Kasim and Mohd Farhan, Md Fudzee and Jeffrey Mark, Law Tze Ping and Mohd Saberi, Mohamad and Saedudin, Rd Rohmat and Mohd Arfian, Ismail (2017) An Enhanced Topologically Significant Directed Random Walk in Cancer Classification using Gene Expression Datasets. Saudi Journal of Biological Sciences, 24 (8). pp. 1828-1841. ISSN 1319-562X. (Published)

Mohd Arfian, Ismail and Mezhuyev, Vitaliy and Kohbalan, Moorthy and Shahreen, Kasim and Ashraf Osman, Ibrahim (2017) Optimisation of Biochemical Systems Production using Hybrid of Newton Method, Differential Evolution Algorithm and Cooperative Coevolution Algorithm. Indonesian Journal of Electrical Engineering and Computer Science, 8 (1). pp. 27-35. ISSN 2502-4752. (Published)

Mohd Arfian, Ismail and Mezhuyev, Vitaliy and Safaai, Deris and Mohd Saberi, Mohamad and Shahreen, Kasim and Saedudin, Rd Rohmat (2017) Multi-objective Optimization of Biochemical System Production Using an Improve Newton Competitive Differential Evolution Method. International Journal on Advanced Science, Engineering and Information Technology, 7 (4-2). pp. 1535-1542. ISSN 2088-5334. (Published)

Ibrahim, Ashraf Osman and Hussien, Walaa Akif and Yagoop, Ayat Mohammoud and Mohd Arfian, Ismail (2017) Feature Selection and Radial Basis Function Network for Parkinson Disease Classification. Kurdistan Journal of Applied Research, 2 (3). pp. 167-171. ISSN 2411-7706. (Published)

Mohd Arfian, Ismail and Safaai, Deris and Mohd Saberi, Mohamad and Mohd Adham, Isa and Afnizanfaizal, Abdullah and Muhammad Akmal, Remli and Mohi-Aldeen, Shayma Mustafa (2015) A Hybrid of Optimization Method for Multi-Objective Constraint Optimization of Biochemical System Production. Journal of Theoretical and Applied Information Technology, 81 (3). pp. 502-513. ISSN 1992-8645 (print); 817-3195 (online). (Published)

Mohd Arfian, Ismail and Safaai, Deris and Mohd Saberi, Mohamad and Afnizanfaizal, Abdullah (2015) A Newton Cooperative Genetic Algorithm Method for In Silico Optimization of Metabolic Pathway Production. PLoS ONE, 10 (5). pp. 1-19. ISSN 1932-6203. (Published)

Book Chapter

Moorthy, Kohbalan and Jaber, Aws Naser and Mohd Arfian, Ismail and Ernawan, Ferda and Mohd Saberi, Mohamad and Safaai, Deris (2019) Missing-values imputation algorithms for microarray gene expression data. In: Microarray Bioinformatics. Methods in Molecular Biology, 1986 . Humana Press, New York, United States, pp. 255-266. ISBN 978-1-4939-9441-0

Aw, Mei Yee and Mohd Saberi, Mohamad and Chong, Chuii Khim and Safaai, Deris and Muhammad Akmal, Remli and Mohd Arfian, Ismail and Corchado, Juan Manuel and Omatu, Sigeru (2019) Parameter estimation of essential amino acids in Arabidopsis thaliana using hybrid of bees algorithm and harmony search. In: Practical Applications of Computational Biology and Bioinformatics, 12th International Conference. Advances in Intelligent Systems and Computing . Springer Verlag, Berlin, Germany, pp. 9-16. ISBN 978-3-319-98702-6

Hon, Mei Kie and Mohd Saberi, Mohamad and Abdul Hakim, Mohamed Salleh and Choon, Yee Wen and Muhammad Akmal, Remli and Mohd Arfian, Ismail and Omatu, Sigeru and Corchado, Juan Manuel (2018) A hybrid of Simple Constrained artificial bee colony algorithm and flux balance analysis for enhancing Lactate and Succinate in Escherichia Coli. In: Practical Applications of Computational Biology and Bioinformatics, 12th International Conference. Advances in Intelligent Systems and Computing . Springer Nature Switzerland, pp. 1-8. ISBN 978-3-319-98702-6

Conference or Workshop Item

Lik Pao, Paul Law and Mohd Arfian, Ismail (2023) Loan eligibility classification using logistic regression. In: 8th International Conference on Software Engineering and Computer Systems, ICSECS 2023 , 25-27 August 2023 , Penang. pp. 326-329. (192961). ISBN 979-835031093-1 (Published)

Tan, Mei Yan and Anis Farihan, Mat Raffei and Mohd Arfian, Ismail (2021) Smart object detection using deep learning algorithm and jetson nano for blind people. In: Creation, Innovation, Technology & Research Exposition (CITREX) 2021 , 2021 , Virtually hosted by Universiti Malaysia Pahang. p. 1.. (Published)

Lee, Mee K. and Mohd Saberi, Mohamad and Choon, Yee Wen and Kauthar, Mohd Daud and Nurul Athirah, Nasarudin and Mohd Arfian, Ismail and Zuwairie, Ibrahim and Suhaimi, Napis and Sinnott, Richard O. (2020) A hybrid of particle swarm optimization and minimization of metabolic adjustment for ethanol production of escherichia coli. In: 13th International Conference on Practical Applications of Computational Biology and Bioinformatics, PACBB 2019 , 26 - 28 June 2019 , Ávila, Spain. pp. 36-44., 1005. ISSN 2194-5357 ISBN 9783030238728 (Published)

Alsajri, Mohammad and Mohd Arfian, Ismail and Abdul-Baqi, Saba (2019) A Review on the Recent Application of Jaya Optimization Algorithm. In: IEEE 1st Annual International Conference on Information and Sciences (AiCIS 2018) , 20-21 November 2018 , Fallujah, Iraq. pp. 129-132.. ISBN 978-1-5386-9188-5 (Published)

Muhammad Hafiz, Ramli and Mohd Arfian, Ismail (2016) Vehicle Assistance Android Application. In: Proceeding of International Competition and Exhibition on Computing Innovation 2016 , 6-8 December 2016 , University Sports Complex, Universiti Malaysia Pahang. pp. 451-454.. ISBN 978-967-2054-04-7 (Published)

Thesis

Mohd Arfian, Ismail (2016) Hybrid multi-objective optimization methods for in silico biochemical system production. PhD thesis, Universiti Teknologi Malaysia (Contributors, UNSPECIFIED: UNSPECIFIED).