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Nurul Aqilah, Zamri and Mohd Izham, Mohd Jaya and Siti Salwani, Yaakob and Amnur, Hidra and Shahreen, Kasim (2024) Multidimensional indicator for data quality assessment in wireless sensor networks: challenges and opportunities. International Journal on Advanced Science, Engineering and Information Technology, 14 (5). pp. 1663-1672. ISSN 2088-5334. (Published)

Nurul Aqilah, Zamri and Mohd Izham, Mohd Jaya and Irawati, Indrarini Dyah and Rassem, Taha H. and Rasyidah, . and Shahreen, Kasim (2024) Comparative analysis of imputation methods for enhancing predictive accuracy in data models. International Journal on Informatics Visualization, 8 (3). pp. 1271-1276. ISSN 2549-9904. (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)

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)

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)

Nurul Najihah, Che Razali and Ngahzaifa, Ab. Ghani and Syifak Izhar, Hisham and Shahreen, Kasim and Widodo, Nuryono Satya and Sutikno, Tole (2020) Rainfall-runoff modelling using adaptive neuro-fuzzy inference system. Indonesian Journal of Electrical Engineering and Computer Science, 17 (2). pp. 1117-1126. ISSN 2502-4752. (Published)

Mohd Faaizie, Darmawan and Ahmad Firdaus, Zainal Abidin and Shahreen, Kasim and Sutikno, Tole and Budiarto, Rahmat (2020) Random forest age estimation model based on length of left hand bone for Asian population. International Journal of Electrical and Computer Engineering (IJECE), 10 (1). pp. 549-558. ISSN 2088-8708. (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)

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)

Nur Shamsiah, Abdul Rahman and Handayani, Lina and Mohd Shahizan, Othman and Al-Rahmi, Waleed Mugahed and Shahreen, Kasim and Sutikno, Tole (2020) Social media for collaborative learning. International Journal of Electrical and Computer Engineering (IJECE), 10 (1). pp. 1070-1078. ISSN 2088-8708. (Published)

Lee, Ong Vienna and Heryanto, Ahmad and Mohd Faizal, Ab Razak and Anis Farihan, Mat Raffei and Eh Phon, Danakorn Nincarean and Shahreen, Kasim and Sutikno, Tole (2020) A malicious URLs detection system using optimization and machine learning classifiers. Indonesian Journal of Electrical Engineering and Computer Science, 17 (3). pp. 1210-1214. ISSN 2502-4752. (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)

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)

Ahmad Firdaus, Zainal Abidin and Mohd Faaizie, Darmawan and Mohd Zamri, Osman and Shahid, Anwar and Shahreen, Kasim and Yunianta, Arda and Sutikno, Tole (2019) Adaboost-multilayer perceptron to predict the student’s performance in software engineering. Bulletin of Electrical Engineering and Informatics, 8 (4). pp. 1556-1562. ISSN 2089-3191 (Print); 2302-9285 (Online). (Published)

Eh Phon, Danakorn Nincarean and Ahmad Firdaus, Zainal Abidin and Mohd Faizal, Ab Razak and Shahreen, Kasim and Basori, Ahmad Hoirul and Sutikno, Tole (2019) Augmented reality: Effect on conceptual change of scientific. Bulletin of Electrical Engineering and Informatics, 8 (4). pp. 1537-1544. ISSN 2089-3191 (Print); 2302-9285 (Online). (Published)

Nithya Dewi, Subramaniam Chetty and Lina, Handayani and Noor Azida, Sahabudin and Zuraina, Ali and Norhasyimah, Hamzah and Nur Shamsiah, Abdul Rahman and Shahreen, Kasim (2019) Learning styles and teaching styles determine students’ academic performances. International Journal of Evaluation and Research in Education (IJERE), 8 (4). pp. 610-615. ISSN 2252-8822. (Published)

Anis Farihan, Mat Raffei and Sutikno, Tole and Asmuni, Hishammuddin and Hassan, Rohayanti and Razib, M. Othman and Shahreen, Kasim and A Riyadi, Munawar (2019) Fusion iris and periocular recognitions in non-cooperative environment. Indonesian Journal of Electrical Engineering and Informatics, 7 (3). pp. 543-554. ISSN 2089-3272. (Published)

Nur Syaza Izzati, Mohd Rafei and Rohayanti, Hassan and Saedudin, R. D. Rohmat and Anis Farihan, Mat Raffei and Zalmiyah, Zakaria and Shahreen, Kasim (2019) Comparison of feature selection techniques in classifying stroke documents. Indonesian Journal of Electrical Engineering and Computer Science, 14 (3). pp. 1244-1250. ISSN 2502-4752. (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)

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)

Mohd Faaizie, Darmawan and Nur Izzati, Jamahir and Saedudin, Rd Rohmat and Shahreen, Kasim (2018) Comparison between ANN and multiple linear regression models for prediction of warranty cost. International Journal of Integrated Engineering, 10 (6). pp. 193-196. ISSN 2229-838X (Print); 2600-7916 (Online). (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)

Anis Farihan, Mat Raffei and Rohayanti, Hassan and Shahreen, Kasim and Hishamudin, Asmuni and Asraful Syifaa, Ahmad and Rahmat, Hidayat and Ansari Saleh, Ahmar (2018) Iris Segmentation. International Journal of Engineering & Technology, 7 (2.5). pp. 77-83. ISSN 2227-524X. (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)

Zuriani, Mustaffa and M. H., Sulaiman and Rohidin, Dede and Ernawan, Ferda and Shahreen, Kasim (2018) Time series predictive analysis based on hybridization of meta-heuristic algorithms. International Journal on Advanced Science, Engineering and Information Technology, 8 (5). pp. 1919-1925. ISSN 2088-5334. (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)

Nurul Athirah, Nasrudin and Chan, Weng Howe and Mohd Saberi, Mohamad and Safaai, Deris and Suhaimi, Napis and Shahreen, Kasim (2017) Pathway-based analysis with support vector machine (SVM-LASSO) for gene selection and classification. International Journal on Advanced Science, Engineering and Information Technology, 7 (4-2 Special). pp. 1609-1614. ISSN 2088-5334. (Published)

Kusairi, R.M. and Kohbalan, Moorthy and Habibollah, Haron and Mohd Saberi, Mohamad and Suhami, Napis and Shahreen, Kasim (2017) An improved parallelized mRMR for gene subset selection in cancer classification. International Journal on Advanced Science, Engineering and Information Technology, 7 (4-2). pp. 1595-1600. ISSN 2088-5334. (Published)

Chan, Weng Howe and Mohd Saberi , Mohamad and Safaai , Deris and Corchado, Juan Manuel and Omatu, Sigeru and Zuwairie, Ibrahim and Shahreen, Kasim (2016) An Improved gSVM-SCADL2 with Firefly Algorithm for Identification of Informative Genes and Pathways. International Journal of Bioinformatics Research and Applications, 12 (1). (Published)

Tan, Ching Siang and Ting, Wai Soon and Shahreen, Kasim and Mohd Saberi, Mohamad and Chan, Weng Howe and Safaai, Deris and Zalmiyah, Zakaria and Zuraini, Ali Shah and Zuwairie, Ibrahim (2015) A Review of Cancer Classification Software for Gene Expression Data. International Journal of Bio-Science and Bio-Technology (IJBSBT), 7 (4). pp. 89-108. ISSN 2233-7849. (Published)

Zuwairie, Ibrahim and Swee, Kuan Loha and Swee, Thing Low and Mohd Saberi, Mohamad and Safaai, Deris and Shahreen, Kasim and Choon, Yee Wen and Susilo, Bambang and Hendrawan, Yusuf and Wardani, Agustin Krisna (2015) A Review of Software for Predicting Gene Function. International Journal of Bio-Science and Bio-Technology (IJBSBT), 7 (2). pp. 57-70. ISSN 2233-7849. (Published)