JOURNAL ARTICLES
2025
1. Siti Sarah Mohd Isnan, Ahmad Fikri Abdullah, Abdul Rashid Mohamed Shariff, Iskandar Ishak, Sharifah Norkhadijah Syed Ismail, Doria Tai and Maheshwara Rao Appanan, “Leveraging Computational Model Approach in Understanding Infectious Disease: A Case Study in Sabah, Malaysia”, Pertanika Journal of Science & Technology, Vol. 33 (2), pp. 653 – 676. 2025. [JCR ESCI / SCOPUS]
2. Sarah Isnan, Ahmad Fikri Abdullah, Abdul Rashid Shariff, Iskandar Ishak, Sharifah Norkhadijah Syed Ismail, Maheshwara Rao Appanan, “Moran’s I and Geary’s C: investigation of the effects of spatial weight matrices for assessing the distribution of infectious diseases” (2025). Geospatial Health, 20(1). https://doi.org/10.4081/gh.2025.1277. [JCR Q4 / SCOPUS]
2024
3. Almuqati, Mohammed Tuays, Sidi, Fatimah, Mohd Rum, Siti Nurulain, Zolkepli, Maslina, Ishak, Iskandar. “Challenges in Supervised and Unsupervised Learning: A Comprehensive Overview”. International Journal on Advanced Science, Engineering and Information Technology, vol. 14, no. 4, Aug. 2024, pp. 1449-55, doi:10.18517/ijaseit.14.4.20191. [SCOPUS]
4. V. Palaniappan, I. Ishak, H. Ibrahim, F. Sidi and Z. A. Zukarnain, "A Review on High-Frequency Trading Forecasting Methods: Opportunity and Challenges for Quantum Based Method," in IEEE Access, vol. 12, pp. 167471-167488, 2024, doi: 10.1109/ACCESS.2024.3418458. [JCR Q2 / SCOPUS]
5. Danga Imbaji Injuwe, Hamidah Ibrahim, Fatimah Sidi and Iskandar Ishak, “A User Control Framework for Cloud Data Migration in Software as a Service” International Journal of Advanced Computer Science and Applications(IJACSA), 15(3), 2024. http://dx.doi.org/10.14569/IJACSA.2024.0150380 [SCOPUS/JCR ESCI]
6. Abdul Mustapha, Iskandar Ishak, Nor Nadiha Mohd Zaki, Mohammad Rashedi Ismail-Fitry, Syariena Arshad, Awis Qurni Sazili, Application of Machine Learning approach on Halal meat authentication principle, challenges, and prospects: A Review, Heliyon, 2024. e32189, ISSN 2405-8440,https://doi.org/10.1016/j.heliyon.2024.e32189. IF: 4.0 [JCR/SCOPUS]
7. K. A. Sattar, I. Ishak, L. S. Affendey and S. N. B. Mohd Rum, "Road Crash Injury Severity Prediction Using a Graph Neural Network Framework," in IEEE Access, vol. 12, pp. 37540-37556, 2024, doi: 10.1109/ACCESS.2024.3373885. IF: 3.9. [JCR/SCOPUS].
2023
8. Li Caiwen, Iskandar Ishak, Maslina Zolkepli, Hamidah Ibrahim, Fatimah Sidi and Li Caili. Deep-Learning-based Recommendation Systems: Systematic Literature Review and Classification. in IEEE Access, vol. 11, pp. 113790-113835, 2023, doi: 10.1109/ACCESS.2023.3323353. IF: 3.900. [JCR/SCOPUS]
2022
9. Umar Ali Bukar, Fatimah Sidi, Marzanah A. Jabar, Rozi Nor Haizan B. Nor, Salfarina Abdullah, Iskandar Ishak, Mustafa Alabadla and Ali Alkhalifah. How Advanced Technological Approaches Are Reshaping Sustainable Social Media Crisis Management and Communication: A Systematic Review. Sustainability, 2022, 14, 5854. https://doi.org/10.3390/su14105854. IF: 3.889. [JCR/SCOPUS].
10. Umar Ali Bukar, Marzanah A. Jabar, Fatimah Sidi, Rozi Nor Haizan B. Nor, Salfarina Abdullah and Iskandar Ishak. How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation. J Comput Soc Sc 5, 781–809. 2022, https://doi.org/10.1007/s42001-021-00151-7. [JCR/SCOPUS].
11. Umar Ali Bukar, Fatimah Sidi, Marzanah A. Jabar, Rozi Nor Haizan B. Nor, Salfarina Abdullah and Iskandar Ishak, A Multistage Analysis of Predicting Public Resilience of Impactful Social Media Crisis Communication in Flooding Emergencies, in IEEE Access, vol. 10, pp. 57266-57282, 2022, doi: 10.1109/ACCESS.2022.3176963. IF: 3.476. [JCR/SCOPUS]
12. Mustafa Alabadla, Fatimah Sidi, Iskandar Ishak, Hamidah Ibrahim, Lilly Suriani Affendey, Zafienas Che Ani, Marzanah A. Jabar, Umar Ali Bukar, Navin Kumar Devaraj, Ahmad Sobri Muda, Anas Tharek, Noritah Omar, M. Izham Mohd Jaya. Systematic Review of Using Machine Learning in Imputing Missing Values. 2022. IEEE Access, vol. 10, pp. 44483-44502, 2022, doi: 10.1109/ACCESS.2022.3160841. IF: 3.476. [JCR/SCOPUS]
13. Norwini Zaidi, Iskandar Ishak, Fatimah Sidi, Lilly Suriani Affendey. An Efficient Schema Transformation Technique for Data Migration from Relational to Column-Oriented Databases. 2021. In Computer System Science and Engineering. Computer Systems Science and Engineering, vol. 43, no.3, pp. 1175–1188, 2022. IF: 4.397. [JCR/SCOPUS].
14. Albaom, Mohammed & Sidi, Fatimah & Jabar, Marzanah & Abdullah, Rusli & Ishak, Iskandar & Yunikawati, Nur & Priambodo, Magistyo & Husen, Jati & Issac, Ossama & Al-Harasi, Abdo. (2021). The Impact of Tourist's Intention to Use Web 3.0: A Conceptual Integrated Model Based on TAM & DMISM. Journal of Theoretical and Applied Information Technology, 99 (24), pp. 6222-6238. [SCOPUS].
15. Mustafa Alabadla, Fatimah Sidi, Iskandar Ishak, Hamidah Ibrahim, Lilly Suriani Affendey, and Hazlina Hamdan, "ExtraImpute: A Novel Machine Learning Method for Missing Data Imputation," Journal of Advances in Information Technology, Vol. 13, No. 5, pp. 470-476, October 2022. [SCOPUS].
2021
16. Wahab, R.A.S.R., Rum, S.N.M., Ibrahim, H., Sidi, F., Ishak, I. A Method For Processing Top-K Continuous Query On Uncertain Data Stream In Sliding Window Model. 2021. In WSEAS Transactions on Systems and Control, 16, art. no. 22, pp. 261-269. [SCOPUS].
17. Jaya, M.I., Sidi, F., Bukar, U.A., Ishak, I., Ibrahim, H., Affendey, L.S., Jabar, M.A., Devaraj, N.K., Alabadla, M. Trust Score Measurement Method For Web Donor Selection And Imputation Of Missing Values. 2021. In Journal of Theoretical and Applied Information Technology, 99 (24), pp. 5898-5909. [SCOPUS].
2020
18. Ab Rahman, W.N.W., Zulzalil, H., Ishak, I., Selamat, A.W. Analysis Of Web Content Quality Factors For Massive Open Online Course Using The Rasch Model. 2020. In International Journal of Advanced Computer Science and Applications, 11 (3), pp. 578-587. [SCOPUS].
19. Bukar, U.A., Sidi, F., Jabar, M.A., Abdullahand, S., Ishak, I. Crisis-Driven Interaction: Crisis Informatics Model For Green Building Resilience. 2020. In Journal of Green Engineering, 10 (9), pp. 6990-7001. [SCOPUS].
20. Yunus Parvej Faniband, Iskandar Ishak, Fatimah Sidi, Marzanah A. Jabar. 2020. A Cloud-Based Distributed Platform for Secured EPUB EBOOK Contents. International Journal of Emerging Trends in Engineering Research, 8(10), pp. 6630-6637 ISSN: 2347-3983. [EBSCO]
21. Normala Che Eembi @ Jamil, Iskandar Ishak, Fatimah Sidi, Lilly Suriani Affendey. 2021. Fakeheader: A Tool to Detect Deceptive Online News Based on Misleading News Headlines and Contents. In Turkish Journal of Computer and Mathematics Education, 12(3), 2217–2223. E-ISSN:1309-4653. [EBSCO]
22. Iskandar Ishak, Fatimah Sidi, Rusli Abdullah, Yusmadi Yah, Azizi Sabron, Shahril Iskandar Amir, Saiful Ramadzan Hairani, Ahmad Sobri Muda, Anas Tharek. 2021. A Proposed Integration Architecture for University Research Data Repository to Support University and University Hospital on Medical Digital Image Management and Analytics Using Hadoop. Turkish Journal of Computer and Mathematics Education. 12(3): 2077-2082. [EBSCO]
2019
23. Rahman, W.N.W.A., Zulzalil, H., Ishak, I., Selamat, A.W., Quality Model For Massive Open Online Course (MOOC) Web Content. 2019. In International Journal on Advanced Science, Engineering and Information Technology, (1), pp. 24-33. [SCOPUS].
24. Napis, S., Michael, V.A., Jusoh, Y.Y., Abdullah, R., Sidi, F., Ishak, I., Marhaban, M.H., Tugiran, Y., A prelimenary study on the development of research data management (RDM) policy. 2019. In International Journal of Advanced Science and Technology. 28(2): 377-384. ISSN: 2005-4238. [SCOPUS]
25. Iskandar Ishak, Nur Ilyana Ismarau Tajuddin, Yusmadi Yah Jusoh, Fatimah Sidi, Rusli Abdullah, Hamiruce Marhaban, Yusnita Tugiran, Yushaida Yusof. Influencing Factors in Determining Research Data Repository Infrastructure for Research Data Management, 2019. In International Journal of Engineering and Advanced Technology, 9(1):1655-1660. ISSN: 2249-8958. [SCOPUS]
26. Yunus Parvej Faniband, Iskandar Ishak, Fatimah Sidi, Marzanah A Jabar, Netmob: A Mobile Application Development Framework with Enhanced Large Object Access for Mobile Cloud Storage Service. 2019. In International Journal of Advanced Computer Science and Applications (IJACSA), 10(7): 639-650. [SCOPUS].
2018
27. Yunus Parvej Faniband, Iskandar Ishak, Fatimah Sidi, Marzanah A Jabar, A Review of Data Synchronization and Consistency Frameworks for Mobile Cloud Applications. 2018. In International Journal of Advanced Computer Science and Applications (IJACSA), 9(12): 601-611. [SCOPUS].
28. Fatimah Sidi, Iskandar Ishak, Marzanah A. Jabar. 2018. MalayIK: An Ontological Approach to Knowledge Transformation in Malay Unstructured Documents. In International Journal of Electrical and Computer Engineering (IJECE), 8(1): 1-10. ISSN: 2088-8708. [SCOPUS].
http://www.iaescore.com/journals/index.php/IJECE/article/view/10092
29. Norwini Zaidi, Iskandar Ishak, Fatimah Sidi and Lilly Suriani Affendey. 2018. A Review on Data Transformation Approaches for Data Migration Processes from Relational Database to NoSQL Database. In International Journal of Engineering and Technology (IJET), 7(4): 3335-3339. ISSN: 2227-524X. [SCOPUS].
30. Normala Che Eembi, Iskandar Ishak, Fatimah Sidi and Lilly Suriani Affendey. 2018. A Study on Detecting Misleading Online News Using Bigram and Cosine Similarity. In International Journal of Engineering and Technology (IJET), 7(4.31): 242-245. ISSN: 2227-524X. [EBSCO]
31. Maslina Daud, Sabariah Ahmad, Syafiqa Anneisa Abdullah, Naqliyah Zainuddin, Fatimah Sidi, Marzanah A. Jabar, Lilly Suriani Affendey, Nurfadhlina Mohd Sharef, Iskandar Ishak, Maslina Zolkepli, Fatin Nur Majdina Nordin, Nur Zahirah Md Noor, Norazlin Yusof, Hashimah Amat Sejani, Saiful Ramadzan Hairani and Azizi Sabron. 2018. Scoring Matrix Framework for Threat Factor Profiling Model. In International Journal of Engineering and Technology (IJET), 7(4.31): 499-504. ISSN: 2227-524X. [EBSCO]
2017
32. Jafreen Hossain, Nor Fazlida Mohd Sani, Lilly Suriani Affendey, Iskandar Ishak, Khairul Azhar Kasmiran. 2017. Enhanced Normalization Approach Addressing Stop-Word Complexity In Compound-Word Schema Labels, In Journal of Theoretical and Applied Information Technology, 95(12): 2635-2646. ISSN: 1992-8645, [SCOPUS].
33. Fatimah Sidi, A. Jabar Marzanah, Lilly Suriani Affendey, Iskandar Ishak, Nurfadhlina Mohd Sharef, Maslina Zolkepli, Tan Ming Ming, Muhammad Faidhi Abd Mokthi, Maslina Daud, Naqliyah Bt Zainuddin and Rafidah Abdul Hamid. 2017. A Comparative Analysis Study on Information Security Threat Models: A Propose for Threat Factor Profiling. In Journal of Engineering and Applied Sciences, 12(3): 548-554. ISSN: 1818-7803, DOI: 10.3923/jeasci.2017.548.554 [SCOPUS].
http://www.medwelljournals.com/archivedetails.php?jid=1816-949x&issueno=99
34. M. Izham Jaya, Fatimah Sidi, Iskandar Ishak, Lilly Suriani Affendey, and Marzanah A. Jabar. 2017. A Review of Data Quality Research in Achieving High Data Quality within Organization. In Journal of Theoretical and Applied Information Technology, 95(12): 2647-2657. ISSN: 1992-8645, [SCOPUS].
http://www.jatit.org/volumes/Vol95No12/5Vol95No12.pdf
35. Normala Che Eembi Jamil, Iskandar Ishak, Fatimah Sidi, Lilly Suriani Affendey. 2017. Towards a Headline-based Deception Detection Approach for Data Veracity in Online Digital News. In Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 9(2-11): 33-37. ISSN: 2180-1843. [SCOPUS].
2016
36. Cecilia Adrian, Fatimah Sidi, Rusli Abdullah, Iskandar Ishak, Lilly Suriani Affendey, and Marzanah A. Jabar. 2016. Big Data Analytics Implementation for Value Discovery: A Systematic Literature Review, In Journal of Theoretical and Applied Information Technology, 93(2): 385-393. ISSN: 1992-8645, [SCOPUS].
37. Iskandar Ishak, Fatimah Sidi, and Marzanah A. Jabar. 2016. Object Recognizer for Organizing and Structuring Unstructured Documents Using Interrogative Knowledge, In Journal of Theoretical and Applied Information Technology, 87(3): 442-450. ISSN: 1992-8645, [SCOPUS].
38. Kartini Mohamed, Fatimah Sidi, Marzanah A. Jabar, Iskandar Ishak, Norahana Salimin, Nor Safwan Amirul Salleh, Abdul Qaiyum Hamzah, Ahmad Dahari Jarno, and Muhamad Faeez Pauzi. 2016. Strengthening User Authentication for Better Protection of Mobile Application Systems, In Journal of Theoretical and Applied Information Technology, 85(3): 416-424. ISSN: 1992-8645, E-ISSN: 1817-3195 [SCOPUS].
39. Kartini Mohamed, Fatimah Sidi, Marzanah A. Jabar, and Iskandar Ishak. 2016. Protecting Wireless Data Transmission in Mobile Application Systems Using Digital Watermarking Technique, In Journal of Theoretical and Applied Information Technology, 83(1): 52-63. ISSN: 1992-8645, [SCOPUS].
2015
40. Iskandar Ishak, Normala Che Eembi @ Jamil, Fatimah Sidi, Lilly Suriani Affendey. 2015. A Systematic Review on the Profiling of Digital News Portal for Big Data Veracity, In Journal Procedia Computer Science, 72: 390-397. ISSN: 1877-0509, http://www.sciencedirect.com/science/article/pii/S1877050915036157, DOI: 10.1016/j.procs.2015.12.154 [SCOPUS].
41. Fatimah Sidi, Marzanah A. Jabar, Iskandar Ishak and Aida Mustapha. 2015. A Web-based Interrogative Ontology Retrieval Application for Unstructured Documents, In Journal of Convergence Information Technology, 10(1): 110-121. http://www.aicit.org/JCIT/ppl/JCIT4284PPL.pdf [SCOPUS].
2013
42. Fatimah Sidi, Marzanah A. Jabar, Aida Mustapha, Nor Fazlida Mohd Sani, Iskandar Ishak, Siti Rozana Supian. 2013. Measuring Computer Security Awareness on Internet Banking and Shopping for Internet Users, In Journal of Theoretical and Applied Information Technology, 53(2): 210-216. ISSN: 1992-8645, [SCOPUS].
43. Fatimah Sidi, Kartini Mohamed, Marzanah A. Jabar, Iskandar Ishak, Hamidah Ibrahim, Aida Mustapha. 2013. A Review of Current Trend on Data Management and Quality in Data Communication, In Australian Journal of Basic and Applied Sciences, 7(7): 755-760. [SCOPUS, Google Scholar]
44. Iskandar Ishak, Fatimah Sidi, Nor Fazlida Mohd Sani, Lilly Suriani Affendey, Ahmad Alauddin Ariffin and Raedi Fizuwan Mazli. 2013. The Design and Development of Peer-To-Peer Based Mobile Application for Petty Trading. In Journal of Theoretical and Applied Information Technology (JATIT), 54(3) 518-524, ISSN: 1992-8645, http://www.jatit.org/volumes/Vol54No3/16Vol54No3.pdf [SCOPUS].
2012
45. Iskandar Ishak, Fatimah Sidi, Aida Mustapha, Marzanah A.Jabar, Nor Fazlida Mohd. Sani, Siti Rozana Binti Supian. 2012. A Survey on Security Awareness among Social Networking Users in Malaysia, In Australian Journal of Basic and Applied Sciences, 6(12): 23-29.
http://www.ajbasweb.com/ajbas/2012/Nov%202012/23-29.pdf [SCOPUS].
2009
46. Iskandar Ishak, Naomie Salim, 2009. Selective Flooding Based on Relevant Nearest-Neighbor using Query Feedback and Similarity across Unstructured Peer-to-Peer Networks. In Journal of Computer Science, 5(3): 184-190. [SCOPUS]
https://thescipub.com/abstract/10.3844/jcssp.2009.184.190
2008
47. Iskandar Ishak, Naomie Salim, 2008. Query Routing using Query Feedback and Similarity in Unstructured Peer-to-peer Networks. In International Journal of Computer Science and Network Security, 8(8): 24-29. [EBSCO]
http://paper.ijcsns.org/07_book/html/200808/200808004.html