Items where Author is "Mohd Arfian, Ismail"

Article

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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)

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

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

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

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

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)

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

Book Section

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

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..

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

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

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

Thesis

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