Sharef, N.M., Nasharuddin, N.A., Mansor, E., (2025), Artificial Intelligence Literacy in Malay Language through a Teaching-Purposed Chatbot, Journal of Information and Knowledge Management, 2550059
Balasubramaniyan, D., Husin, N. A., Mustapha, N., Sharef, N. M., Mohd Aris, T. N. (2025). Flock optimization induced deep learning for improved diabetes disease classification. Expert Systems, e13305.
Al-Shahad, H. F., Yaakob, R., Sharef, N. M., Hamdan, H., Hassan, H. A. (2025). An improved Pix2pix generative adversarial network model to enhance thyroid nodule segmentation. Journal of Advances in Information Technology, 16(1), 37-48. doi: 10.12720/jait.16.1.37-48
Sharef, N.M., Advancing with AI at the fore, Preparing national research ecosystems for AI: strategies and progress (Second Edition (2025)), 2025, International Science Council
Modi, S., Kasmiran, K. A., Sharef, N. M., Sharum, M. Y., (2025), SNOMEDTM: A Novel Transformer-Based Architecture For Adverse Drug Event Extraction From Clinical Text, Journal of Theoretical and Applied Information Technology, 103(18)
Al-Asaady, M. T., Aris, T. N. M., Sharef, N. M., Hamdan, H., (2025), XCOA-MLP: Extended Coyote Optimization Algorithm for Training Neural, International Journal of Intelligent Engineering and Systems, 18(11), p. 746-762.
Ghazvini, A., Sharef, N. M., (2025), A Prototype System for Explainable Interactive Machine Learning in Student Performance Digital Twins, International Conference on Artificial Intelligence and Autonomous Systems (i-CAIAS) 2025, p. 1-16, Batu Pahat
Sharef, N. M., Mansor, E. I., Nasharuddin, N. A., Rahman, M. S. A., (2025), Preliminary Acceptance Evaluation of SINAR: An AI-Powered Personalized Learning and Decision Support System for Malaysian Higher Education, 17th International Conference on Intelligent Human-Computer Interaction (IHCI 2025), Jaipur, India.
Zamani, N. W., Sharef, N. M., Mohamed, R., Nasharuddin, N. A., Osman, M. H., Yaakob, R., and Abd Manaf, S. N. (2025). Evaluating the usability of an intelligent biodiversity dynamics assessment dashboard, 17th International Conference on Intelligent Human-Computer Interaction (IHCI 2025), p. 1-12, Jaipur, India.
Sharef, N.M., Nasharuddin, N. A., (2025), Responsible AI Adoption For Hyper-Personalisation Via Learning Analytics In Malaysian Higher Education: Insights From The SINAR Prototype, Seminar on Information Retrieval and Knowledge Management 2025 (SIRKM'25), p. 1-4, Shah Alam.
Zamani, N. W., Sharef, N. M., Mohamed, R., Nasharuddin, N. A., Osman, M. H., Yaakob, R., and Abd Manaf, S. N. (2025)., A data science–driven ecology simulator framework for precision biodiversity and forest stand management. In Proceedings of the Seminar on Information Retrieval and Knowledge Management 2025 (SIRKM’25), Shah Alam, Malaysia.
Liu, Z., Sharef, N. M., Kasmiran, K. A., Yusof Khan, A. H. K., (2025), Adaptive human–machine teaming framework for explainable and sustainable stroke management decision support. In Proceedings of the Seminar on Information Retrieval and Knowledge Management 2025 (SIRKM’25), Shah Alam, Malaysia.
Pradana, M., Agisha, R., Dewi, R. R., Kumar, P., Syamsuar, D., Witarsyah, D., & Sharef, N. M. (2025). Sentiment and public opinion analysis of PPn12% policy using Instagram comments. In Proceedings of the 7th International Conference on Smart Computing and Informatics (SCI 2025), Kuala Lumpur.
Ghazvini, A., Sharef, N. M., Ali, M. A. M., (2025), A Prototype System for Explainable Interactive Machine Learning in Student Performance Digital Twins, Journal of Soft Computing and Data Mining, in press
Shabarudin, S., Salam, S., Ahmad, I., Musa, M. H., Sharef, N.M., Singh, D.S.V., Hall, W., Mahmud, R., (2025), Integrating Competency Question-Driven Ontology Authoring With Ontology Validation For Learning Analytics From Heterogeneous Platforms, Journal Of Theoretical And Applied Information Technology, 103(19), p. 7767-7786
Yaakob, R., Fawzi, H., Sharef, N. M., Hamdan, H., Hassan, H. A., X. Jiang, (2025), A 3D Deep Learning Approach for Thyroid Nodule Detection from Ultrasound Images, CMES-Computer Modeling in Engineering & Sciences, under review
Modi, S., Kasmiran, K.A., Sharef, N.M., Sharum, M. Y., (2025), An interactive human-in-the-loop learning-based optimisation of transformer-based model tuning for adverse drug event extraction, Physica Scripta, under review
Khairudin, N., Sharef, N.M., Masrom, S., Azizan, A, (2025), Improving Cross-Domain Review Helpfulness Prediction Through Adaptive XGBoost Feature Selection, Electronic Commerce Research, under review
Sharef, N.M., Wan Yahaya, W. A. ., Alli, H. . (2024). Future-Proofing Workforce: High-Skilled Talent Development Strategies. Journal of Emerging Technologies and Industrial Applications, 3(2)
Ghazvini, A., Sharef, N. M., Balasundram, S. K., Lee, L. S., (2024), A Concentration Prediction-Based Crop Digital Twin Using Nutrient Co-Existence and Composition in Regression Algorithms, Applied Sciences, 14(8), 3383
A. Ghazvini, N. Mohd Sharef and F. B. Sidi, (2024), Prediction of Course Grades in Computer Science Higher Education Program via a Combination of Loss Functions in LSTM Model, in IEEE Access, vol. 12, pp. 30220-30241, 2024, doi: 10.1109/ACCESS.2024.3351186.
Modi, S., Kasmiran, K. A., Sharef, N. M., Sharum, M. Y., (2024), Extracting adverse drug events from clinical Notes: A systematic review of approaches used, Journal of Biomedical Informatics, 151(104603)
Modi, S., Kasmiran, K.A., Sharef, N.M., Sharum, M. Y., (2024), Enhanced Adverse Drug Event Extraction Using Prefix-Based Multi-Prompt Tuning In Transformer Models, International Journal of Informatics Visualization, 8(3-2)
Balasubramaniyan, D., Husin, N. A., Mustapha, N., Sharef, N. M., Mohd Aris, T. N. (2024). Flock Optimization Algorithm-Based Deep Learning Model for Diabetic Disease Detection Improvement. Journal of Computer Science, 20(2), 168-180.
Nilgiriwala, Kayzad and Mahajan, Uma and Ahmad, Riris and de Castro, Romulo and Lazo, Lucita and Kong, Jude Dzevela and Lee, Angela and Veerakumarasivam, Abhi and Sharef, Nurfadhlina and Demidenko, Serge, (2024), Navigating the Governance of Artificial Intelligence (AI) in Asian Nations: A Focus on India, Indonesia, Malaysia and the Philippines (February 22, 2024).
Sharef, N. M., (2024), Malaysia Enabling the Fourth Industrial Revolution, Preparing National Research Ecosystems for AI: strategies and progress in 2024, The International Science Council, Paris
Sharef, N. M., (2024), Building Malaysia’s AI Future: From Higher Education to National Impact, Connecting Leaders Online for University Digital Transformation, International Centre for Higher Education Innovation under the Auspices of UNESCO, Shenzhen
Nasharuddin, N.A., Sharef, N. M, Omar, M.K.: AI and data science literacy framework for educators. International Conference on Computers in Education, 1-3 (2024).
Mohan, D. G., Ghazali, M., Sharef, N. M., Othman, N. Z S., (2024), From Insights to Interface: Students’ Expectations for AI-Assisted Learning Dashboards, Asian CHI 2024, Online, Malaysia
Modi, S., Sharef, N.M., Sharum, M. Y., 2023, Extracting Adverse Drug Events from Clinical Notes: A Systematic Review of Approaches Used, Journal of Biomedical Informatics, 15(104603)
Nawi, N.R.C., Omar, M.K., Sharef, N.M., Murad, M.A.A., Mansor, E.I., Nasharuddin, N.A., Samian, N., Arshad, N.I., Shahbodin, F., Marhaban, M.H., 2023, Correlation between Students' Expectations and Demographic Characteristics Toward Features of Learning Analytics System in Malaysia, International Journal of Academic Research in Progressive Education and Development, 12(2), 1073–1096.
White Paper on New Horizon of Science, Technology and Innovation in Higher Education, 2023, Academy of Sciences
Laporan Pembangunan Kaedah Pengiraan Merit Baharu Kemasukan Ke Institusi Pendidikan Tinggi Awam (IPTA) Dan Institusi Latihan Kemahiran Awam (ILKA) Bagi Program Pengajian Lepasan SPM Mulai Sesi Akademik 2022/2023, (2023), Kementerian Pengajian Tinggi (KPT) Malaysia
Sharef, N.M., Said, M.N., Harithuddin, A.S., Sabri, S., Zulkafli, A.Z., Saad, W.Z., Jalil, H., Ismail, A., Ideris, M.F.A., (2023), Handbook Of Self Instructional Materials, Centre for Academic Development and Leadership Excellence (CADe-Lead), Malaysia, e-ISBN 978-967-26517-2-7
Sharef, N.M., 2023, Penjawat awam perlu manfaatkan AI, ChatGPT tingkat kualiti penyampaian, https://www.bharian.com.my/rencana/lain-lain/2023/03/1084374/penjawat-awam-perlu-manfaatkan-ai-chatgpt-tingkat-kualiti
Sharef, N.M., 2023, Kisah Peniaga Cilik Kini Menjadi Detektif Data, e-ESTIDOTMY, https://esti.my/2023/06/13/kisah-peniaga-cilik-kini-menjadi-detektif-data/
Sharef, N.M., 2023, 10 Facts You Need to Know Regarding ChatGPT for Teaching and Learning, https://cadelead.upm.edu.my/artikel/10_facts_you_need_to_know_regarding_chatgpt_for_teaching_and_learning-72657
M. Alali, N. Mohd Sharef, M. A. Azmi Murad, H. Hamdan and N. A. Husin, (2022), "Multitasking Learning Model Based on Hierarchical Attention Network for Arabic Sentiment Analysis Classification", Electronics, 11(8), 1193
Keat, E. Y., Sharef, N. M., Yaakob, R., Kasmiran, K. A., Marlisah, E., Mustapha, N., Zolkepli, M. (2022), "Multi-Objective Deep Reinforcement Learning for Recommendation Systems," in IEEE Access, (10)1: 65011 - 65027, doi: 10.1109/ACCESS.2022.3181164.
Alasaady, M. T., Aris, T. N. A., Sharef, N. M., Hamdan, H., (2022), A proposed approach for diabetes diagnosis using neuro-fuzzy technique, Bulletin of Electrical Engineering and Informatics (BEEI), 11 (6)
Zin, H. M., Mustapha, N., Murad, M. A. A., Sharef, N. M., (2022), A Meta-Heuristic Algorithm For The Minimal High-Quality Feature Extraction Of Online Reviews, Journal of Information and Communication Technology, 21(4), , pp. 571–593
Khairudin, N., Sharef, N. M., Ismail, W., Azizan, A., Bakar, N. A., (2022), Readability Indexes of E-commerce Reviews with Laplacian Score Algorithm, 2022 3rd International Conference on Artificial Intelligence and Data Sciences (AiDAS), Ipoh. ISBN: 9781665491655
Hashim, S., Omar, M. K., Jalil, H. A., Sharef, N. M., 2022, "Trends on Technologies and Artificial Intelligence in Education for Personalized Learning: Systematic Literature Review", International Journal of Academic Research in Progressive Education and Development 11(1):884-903
Mokhtar, M.M., Mansor, E. I., Sharef, N. M., (2022), "Exploring the Acceptance of 360 Videos in Virtual Reality Settings for Teaching and Learning", Asia-Pacific Journal of Information Technology and Multimedia
Goh, K. Y., Baharom, S., Din, J., Sharef, N. M., (2022), The Development of an Android Automated Testing Tool: CrashDroid, Applied Informatics International Conference (AiIC2022), Serdang, in press
Faudzi, A. A. M., Sharef, N. M., Selamat, H., Nair, Ratnam, W., Nor, S. M., Ismail, A., Din, M. S. M., (2022), Digitalisation and Internet of Things (IoT) Programme for Biodiversity in Pasoh Forest Reserve, Pasoh Seminar 2022, May 2022, Kepong
Sharef, N. M., Zamani, N., Nasharuddin, N. A., Osman, M. H., Mohamed, R., Yaakob, R, (2022), Applications of Data Analytics and Machine Learning for Digital Twin-based Precision Biodiversity: A Review, 2022 International Conference on Advanced Creative Networks and Intelligent Systems (ICACNIS 2022), Bandung
Palasundram, K., Sharef, N. M., Kasmiran, K. A., Azman, A., (2021), "SEQ2SEQ++: A Multitasking-Based Seq2seq Model to Generate Meaningful and Relevant Answers", IEEE Access, vol. 9, p.164949-164975, doi: 10.1109/ACCESS.2021.3133495.
Mohammed, R. T., Yaakob, R., Sharef, N. M., Abdullah, R., Unifying The Evaluation Criteria Of Many Objectives Optimization Using Fuzzy Delphi Method, Baghdad Science Journal, 18(4)
Mohammed R.T., Zaidan A.A., Yaakob R., Sharef, N.M., Abdullah R.H., Zaidan B.B., Albahri O.S., Abdulkareem K.H., (2021), "Determining Importance of Many-Objective Optimisation Competitive Algorithms Evaluation Criteria Based on a Novel Fuzzy-Weighted Zero-Inconsistency Method", International Journal of Information Technology and Decision Making, 21(01), pp. 195-241.
Sharef, N. M., Murad, M. A. A., Omar, M. K., Nasharuddin, N. A., Mansor, E. I., Rokhani, F. Z., (2021), "Personalized Learning Based on Learning Analytics and Chatbot", 1st Conference On Online Teaching For Mobile Education (OT4ME), Alcala de Henares (virtual)
Sharef, N. M., Akbar, M. D., (2021), "Learning Analytics of Online Instructional Design during COVID-19: Experience from Teaching Data Analytics Course", 2021 International Conference on Advancement in Data Science, E-learning and Information Systems (ICADEIS2021), Bandung
Omar, M. K., Sharef, N. M., Murad, M. A. A., Mansor, E. I., Nasharuddin, N. A., Samian, N., Nawi, N. R., Arshad, N. I., Ismail, W., Shahbodin, F., Marhaban, M. H., (2021), "Students’ Expectations Toward Features of Learning Analytics System", Proceedings of the 29th International Conference on Computers in Education. Asia-Pacific Society for Computers in Education, Putrajaya (virtual)
M. A. Azmi Murad, A. F. Shah Jahan, N. Mohd Sharef, H. Ab Jalil, I. A. Ismail & M. Z. Mohd Noor, (2021), “An Analytics Dashboard For Personalised E-Learning: A Preliminary Study”, Proceedings of the 8th International Conference on Computational Science and Technology, pp. 855–866
Nasharuddin, N. A., Sharef, N. M., Mansor, E. I., Samian, N., Murad, M. A. A., Omar, M. K., Arshad, N. I., Shahbodin, F., Marhaban, M. H. (2021), "Designing an Educational Chatbot: A Case Study of CikguAIBot", Fifth International Conference on Information Retrieval and Knowledge Management (CAMP’21).
Khairudin, N., Sharef, N. M., Azizan, A., (2021), "Review Representation Learning and Profiling for Recommendation System", The 2nd International Conference on Artificial Intelligence and Data Sciences (AiDAS), Ipoh, ISBN:978-1-6654-1727-3
Man, H. C., Sharef, N. M., Cheema, M. S., (2021), "PutraCGOL Experience Towards Internationalization in Teaching and Learning", 1st Asian International Mobility for Students (AIMS) International Conference (AIC) 2021, Dubai (online)
Mokhtar, M.M., Jamil, M., Mansor, E. I., Sharef, N. M., Khambari, M. N. M., (2021), "Tahap Penerimaan Bakal Guru Bahasa Melayu Terhadap Penerapan Teknologi Realiti Maya (Virtual Reality) Dan Aplikasi Thinglink Dalam Penghasilan Bahan Inovasi Pengajaran", International Virtual Conference On Social Sciences, Education and Innovation 2021 (IVCOSEI 2021), pp. 82-92
Technology for Future Learning Ecosystem, (2021), Sharef, N. M., Mansor, E. I., Omar, M. K., Murad, M. A. A., Nasharuddin, N. A., Shabodin, F., Arshad, N. I., Samian, N., Faculty of Computer Science and Information Technology, Universiti Putra Malaysia. E-ISBN:978-967-2640-10-3
Booklet Inisiatif Pemerkasaan Pembelajaran Global Dalam Talian, (2021), Sharef, N. M., Jaafar, W., M., Zariat, A. R. M., Man, N. A., Ideris, M. M. F. A., Azmi, M. F., Pusat Pembangunan Akademik, Universiti Putra Malaysia, e-ISBN: 978-967-1965-20-7
Begitulah Sang Suria: Daripada Cahaya Kepada Elektrik, (2021), Academy of Sciences Malaysia, Malaysia, p. 1-134, E-ISBN: 978-983-2915-47-8
General Guidelines For Drive-Through & Mobile Vaccine Administration Centres, (2021), Academy of Sciences Malaysia, e-ISBN: 978-983-2915-60-7, p. 1-70
Garis Panduan Microcredentials UPM, (2021), Zariat, A. R. M., Jaafar, W., M., Sharef, N. M., Zawawi, D., A'zim, A. A. A., Man, N. A., Ideris, M. M. F. A., Mohamad, Y., Abdullah, A. N, Pusat Pembangunan Akademik, Universiti Putra Malaysia, e-ISBN 978-967-19652-2-1
COVID-19 Agen Transformasi Pendigitalan Pengajaran dan Pembelajaran, (2021), Zakaria, M. , Rani, Z. A. M., Sharef, N. M., Man, N. A., Jaafar, W. M. W., Azmi, N. A., Impak COVID-19 dan Prakarsa UPM, Perpustakaan Negara Malaysia, ISBN 978-967-2988-49-3.
Sharef, N. M., (2021), Leveraging Data Science for Insightful Leadership, Women Who Lead: Timeless Life, Career, and Business Secrets from Inspiring Women Around the World, ISBN: 979-8490188902, p. 1-169
Sharmilah, D., Ali, A. M., Yuit, C. M., Suhainizam, M. S., Nordin, S., M., Hod, R., Sharef, N. M., Afiza, M. A., (2020), "A review of studies on specialized learner corpora". Technology Reports of Kansai University, 62 (9). pp. 5317-5338. ISSN 04532198
Sharef, N.M., Mohamed Mokhtar, M., Mansor, E. I. (2020), “Exploring the Perception and the Acceptance of the Use of 360° Videos in Virtual Reality Settings for Teaching and Learning”, 2020 International Conference on Computer Assisted Systems in Health, Education and Sustainable Development (CASH2020).