UTP Scholars: Assoc Prof Ts. Dr Mohd Hilmi bin Hasan
02-03-030
Universiti Teknologi PETRONAS
Bandar Seri Iskandar, 32610 Perak
P: +60 5-368 7404
Email: mhilmi_hasan@utp.edu.my
- Artificial intelligence and Machine learning
- Fuzzy logic
- Data analytics
- 2002, Degree in Bachelor of Technology (IT) by Universiti Teknologi PETRONAS
- 2004, Master in Master of Information Technology (E-Science) by The Australian National University
- 2017, PhD in PhD Information Technology by Universiti Teknologi PETRONAS
Alqushaibi, A. and Hasan, M.H. and Abdulkadir, S.J. and Danyaro, K.U. and Ragab, M.G. and Al-Selwi, S.M. and Sumiea, E.H. and Alhussian, H. (2024) Enhanced Colon Cancer Segmentation and Image Synthesis through Advanced Generative Adversarial Networks based-Sine Cosine Algorithm. IEEE Access. p. 1. ISSN 21693536
Murad, N.Y. and Hasan, M.H. and Azam, M.H. and Yousuf, N. and Yalli, J.S. (2024) Unraveling the Black Box: A Review of Explainable Deep Learning Healthcare Techniques. IEEE Access, 12. pp. 66556-66568. ISSN 21693536
Muneer, A. and Taib, S.M. and Hasan, M.H. and Alqushaibi, A. (2023) Colorectal Cancer Recognition Using Deep Learning on Histopathology Images. In: UNSPECIFIED.
Muppidi, A. and Hashim, A.S. and Hasan, M.H. and Muazu, A.A. (2023) A Conceptual UX Model for Designing and Developing the Business Intelligence Dashboards. Journal of Computer Science, 19 (12). pp. 1505-1519.
Yalli, J.S. and Hasan, M.H. and Haron, N.S. (2023) A Convenient User Three Authentication Levels for Internet of Things (IoT) Devices. In: UNSPECIFIED.
Talpur, N. and Abdulkadir, S.J. and Alhussian, H. and Hasan, M.H. and Aziz, N. and Bamhdi, A. (2023) Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey. Artificial Intelligence Review, 56 (2). pp. 865-913.
Wah, Y.B. and Ismail, A. and Azid, N.N.N. and Jaafar, J. and Aziz, I.A. and Hasan, M.H. and Zain, J.M. (2023) Machine Learning and Synthetic Minority Oversampling Techniques for Imbalanced Data: Improving Machine Failure Prediction. Computers, Materials and Continua, 75 (3). pp. 4821-4841.
Talpur, N. and Abdulkadir, S.J. and Hasan, M.H. and Alhussian, H. and Alwadain, A. (2023) A Novel Wrapper-Based Optimization Algorithm for the Feature Selection and Classification. Computers, Materials and Continua, 74 (3). pp. 5799-5820. ISSN 15462218
Yalli, J.S. and Hasan, M.H. and Haron, N.S. and Shaikh, M.U.R. and Murad, N.Y. and Bako, A.L. (2023) Quality of Data (QoD) in Internet of Things (IOT): An Overview, State-of-the-Art, Taxonomy and Future Directions. International Journal of Advanced Computer Science and Applications, 14 (12). pp. 1075-1091.
Hui, T.X. and Kasim, S. and Fudzee, M.F.M. and Sutikno, T. and Hassan, R. and Aziz, I.A. and Hasan, M.H. and Jaafar, J. and Alharbi, M. and Sen, S.C. (2023) A Review of Random Walk-Based Method for the Identification of Disease Genes and Disease Modules. IEEE Access, 11. pp. 116366-116383. ISSN 21693536
Alqushaibi, A. and Hasan, M.H. and Abdulkadir, S.J. and Muneer, A. and Gamal, M. and Al-Tashi, Q. and Taib, S.M. and Alhussian, H. (2023) Type 2 Diabetes Risk Prediction Using Deep Convolutional Neural Network Based-Bayesian Optimization. Computers, Materials and Continua, 75 (2). pp. 3223-3238.
Yalli, J.S. and Hasan, M.H. (2023) A Unique PUF Authentication Protocol Based Fuzzy Logic Categorization for Internet of Things (IOT) Devices. In: UNSPECIFIED.
Gandikota, N.S.K. and Hasan, M.H. and Jaafar, J. (2023) An adaptive metaheuristic approach for risk-budgeted portfolio optimization. IAES International Journal of Artificial Intelligence, 12 (1). pp. 305-314. ISSN 20894872
Azam, M.H. and Hasan, M.H. and Malik, A.A. and Hassan, S. and Abdulkadir, S.J. (2022) Energy Price Forecasting Through Novel Fuzzy Type-1 Membership Functions. Computers, Materials and Continua, 73 (1). pp. 1799-1815. ISSN 15462218
Meeks, T. and Alqarni, A. and Ponce, S. and Fehr, H. and Razip, H. and Yadav, O.P. and Hasan, M.H. (2022) Evaluation of Machine Learning Algorithms in Predicting Corrosion Rates on Oil Refinery Piping. In: UNSPECIFIED.
Khairuddin, S.H. and Hasan, M.H. and Akhir, E.A.P. and Hashmani, M.A. (2022) Generating type 2 trapezoidal fuzzy membership function using genetic tuning. Computers, Materials and Continua, 71 (1). pp. 717-734. ISSN 15462218
Amir, K.A.A.K. and Taib, S.M. and Hasan, M.H. (2022) A Hybrid Filter Feature Selection Approach for Remaining Useful Life Prediction of Industrial Machinery. International Journal of Intelligent Systems and Applications in Engineering, 10 (4). pp. 88-95. ISSN 21476799
Malik, T.S. and Malik, K.R. and Sanaullah, M. and Hasan, M.H. and Aziz, N. (2022) Non-Cooperative Learning Based Routing for 6G-IoT Cognitive Radio Network. Intelligent Automation and Soft Computing, 33 (2). pp. 809-824. ISSN 10798587
Talpur, N. and Abdulkadir, S.J. and Alhussian, H. and Hasan, M.H. and Abdullah, M.H.A. (2022) Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm. Journal of Computational Science, 64. ISSN 18777503
Sanaullah, M. and Kashif, M. and Ahmad, B. and Safdar, T. and Hassan, M. and Hasan, M.H. and Haider, A. (2022) Sign Language to Sentence Formation: A Real Time Solution for Deaf People. Computers, Materials and Continua, 72 (2). pp. 2501-2519. ISSN 15462218
Alqushaibi, A. and Hasan, M.H. and Abdulkadir, S.J. and Muneer, A. and Al-Tashi, Q. and Gamal, M. (2022) Towards Power Grid Stability Index and Line Losses for Optimal Placement using Moth-Flame Optimization. In: UNSPECIFIED.
Kauser, S. and Malik, T.S. and Hasan, M.H. and Akhir, E.A.P. and Kazmi, S.M.H. (2022) Windows 10's Browser Forensic Analysis for Tracing P2P Networks' Anonymous Attacks. Computers, Materials and Continua, 72 (1). pp. 1251-1273. ISSN 15462218
Talpur, N. and Abdulkadir, S.J. and Alhussian, H. and Hasan, M.H. and Aziz, N. and Bamhdi, A. (2022) A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods. Neural Computing and Applications, 34 (3). pp. 1837-1875. ISSN 09410643
Sanaullah, M. and Ahmad, B. and Kashif, M. and Safdar, T. and Hassan, M. and Hasan, M.H. and Aziz, N. (2022) A real-time automatic translation of text to sign language. Computers, Materials and Continua, 70 (2). pp. 2471-2488. ISSN 15462218
Astuti, S. and Fitriana, A. and Wan Ahmad, W.F. and Ratna Ermawati, I. and Hasan, M.H. (2021) Analysis User Interface: Mobile Application to Blended Learning Model. In: UNSPECIFIED.
Sitorus, O.F. and Abdurrozak, A. and Wan Achmad, W.F. and Dwi Kurniasih, M. and Hasan, M.H. (2021) Analysis of Effectiveness Character Value in Blended Learning. In: UNSPECIFIED.
Khan, T. and Singh, K. and Hasan, M.H. and Ahmad, K. and Reddy, G.T. and Mohan, S. and Ahmadian, A. (2021) ETERS: A comprehensive energy aware trust-based efficient routing scheme for adversarial WSNs. Future Generation Computer Systems, 125. pp. 921-943. ISSN 0167739X
Khairuddin, S.H. and Hasan, M.H. and Hashmani, M.A. and Azam, M.H. (2021) Generating clustering-based interval fuzzy type-2 triangular and trapezoidal membership functions: A structured literature review. Symmetry, 13 (2). pp. 1-25. ISSN 20738994
Jabeen, S. and Malik, T.S. and Abdullah, A. and Hasan, M.H. (2021) Lockdown Strategy to Control Covid-19 Pandemic Using Automata. In: UNSPECIFIED.
Zainuddin, Z. and P. Akhir, E.A. and Hasan, M.H. (2021) Predicting machine failure using recurrent neural network-gated recurrent unit (RNN-GRU) through time series data. Bulletin of Electrical Engineering and Informatics, 10 (2). pp. 870-878. ISSN 20893191
Azam, M.H. and Hasan, M.H. and Abdul Kadir, S.J. and Hassan, S. (2021) Prediction of Sunspots using Fuzzy Logic: A Triangular Membership Function-based Fuzzy C-Means Approach. International Journal of Advanced Computer Science and Applications, 12 (2). pp. 357-362. ISSN 2158107X
Hasan, M.H. and Jaafar, J. and Watada, J. and Hassan, M.F. and Aziz, I.A. (2021) An interval type-2 fuzzy model of compliance monitoring for quality of web service. Annals of Operations Research, 300 (2). pp. 415-441. ISSN 02545330
Azam, M.H. and Hasan, M.H. and Hassan, S. and Abdulkadir, S.J. (2021) A novel approach to generate type-1 fuzzy triangular and trapezoidal membership functions to improve the classification accuracy. Symmetry, 13 (10). ISSN 20738994
Gandikota, N.S.K. and Hasan, M.H. and Jaafar, J. (2020) Comparison between Conventional and Fuzzy Hypotheses Test Results for Parameter Treatment Effect for Heart Patients. In: UNSPECIFIED.
Azam, M.H. and Hasan, M.H. and Hassan, S. and Abdulkadir, S.J. (2020) Fuzzy Type-1 Triangular Membership Function Approximation Using Fuzzy C-Means. In: UNSPECIFIED.
Qaiyum, S. and Aziz, I. and Hasan, M.H. and Khan, A.I. and Almalawi, A. (2020) Incremental interval type-2 fuzzy clustering of data streams using single pass method. Sensors (Switzerland), 20 (11). pp. 1-22. ISSN 14248220
Khairuddin, S.H. and Hasan, M.H. and Hashmani, M.A. (2020) Integration of cluster centers and gaussian distributions in fuzzy c-means for the construction of trapezoidal membership function. Mathematics and Statistics, 8 (5). pp. 559-565. ISSN 23322071
Safdar Malik, T. and Hasan, M.H. (2020) Reinforcement Learning-Based Routing Protocol to Minimize Channel Switching and Interference for Cognitive Radio Networks. Complexity, 2020. ISSN 10762787
Aziz, N. and Akhir, E.A.P. and Aziz, I.A. and Jaafar, J. and Hasan, M.H. and Abas, A.N.C. (2020) A Study on Gradient Boosting Algorithms for Development of AI Monitoring and Prediction Systems. In: UNSPECIFIED.
Talpur, N. and Abdulkadir, S.J. and Hasan, M.H. (2020) A deep learning based neuro-fuzzy approach for solving classification problems. In: UNSPECIFIED.
Chee, C.-H. and Jaafar, J. and Aziz, I.A. and Hasan, M.H. and Yeoh, W. (2019) Algorithms for frequent itemset mining: a literature review. Artificial Intelligence Review, 52 (4). pp. 2603-2621. ISSN 02692821
Zailan, K.A.M. and Hasan, M.H. and Witjaksono, G. (2019) Variable step size least mean square optimization for motion artifact reduction: A review. Advances in Intelligent Systems and Computing, 985. pp. 182-190. ISSN 21945357
Khairuddin, A.A. and Akhir, E.A.P. and Hasan, M.H. (2019) A case study to explore IoT readiness in outbound logistics. International Journal of Supply Chain Management, 8 (2). pp. 947-953. ISSN 20513771
Hasan, M.H. and Aziz, N.A. and Akhir, E.A.P. and Burhan, N.Z.N.M. and Razali, R. (2019) A fuzz logic-based cloud computing provider�s evaluation and recommendation model. Advances in Intelligent Systems and Computing, 843. pp. 230-239. ISSN 21945357
Mohammad Zubir, W.M.A. and Abdul Aziz, I. and Jaafar, J. and Hasan, M.H. (2018) Inference Algorithms in Latent Dirichlet Allocation for Semantic Classification. Advances in Intelligent Systems and Computing, 662. pp. 173-184. ISSN 21945357
Jaafar, J. and Gilal, A.R. and Omar, M. and Basri, S. and Aziz, I.A. and Hasan, M.H. (2018) A Rough-Fuzzy Inference System for Selecting Team Leader for Software Development Teams. Advances in Intelligent Systems and Computing, 661. pp. 304-314. ISSN 21945357
Ismail, N.F. and Hasan, M.H. and Mustapha, E.E. (2018) Technology use, emotional connection and their relationship: A literature review. Journal of Theoretical and Applied Information Technology, 96 (1). pp. 127-139. ISSN 19928645
Hasan, M.H. and Akhir, E.A.P. and Aziz, N.A. and Aziz, I.A. and Jaafar, J. (2018) An analysis of parallelization in mamdani- and sugeno-type quality of web service fuzzy monitoring models. Journal of Theoretical and Applied Information Technology, 96 (3). pp. 722-731. ISSN 19928645
Malik, A.A. and Hasan, M.H. and Jasamai, M. (2018) A review on "Management by Exception" Surveillance for well management: To maximize Oil Production. International Journal of Engineering and Technology(UAE), 7 (3). pp. 90-95. ISSN 2227524X
Ismail, N.F. and Hasan, M.H. and Mustapha, E.E. (2017) Literature review on technology usage and emotional connection among children. In: UNSPECIFIED.
Hasan, M.H. and Jaafar, J. and Hassan, M.F. (2016) Fuzzy C-Means and two clusters' centers method for generating interval type-2 membership function. In: UNSPECIFIED.
Hasan, M.H. and Jaafar, J. and Aziz, I.A. and Rahim, L.A.B. (2016) A review on a high performance computing-based interval fuzzy type-2 model for web services' QoS evaluation. In: UNSPECIFIED.
Hasan, M.H. and Jaafar, J. and Hassan, M.F. (2014) Development of Web services fuzzy quality models using data clustering approach. Lecture Notes in Electrical Engineering, 285 LN. pp. 631-640. ISSN 18761100
Hasan, M.H. and Jaafar, J. and Hassan, M.F. (2014) Experimental study on the effective range of FCM's fuzzifier values for web services' QoS data. In: UNSPECIFIED.
Hasan, M.H. and Jaafar, J. and Hassan, M.F. (2014) Fuzzy-based clustering of web services' quality of service: A review. Journal of Communications, 9 (1). pp. 81-90. ISSN 17962021
Hasan, M.H. and Jaafar, J. and Hassan, M.F. (2014) Monitoring web services� quality of service: a literature review. Artificial Intelligence Review, 42 (4). pp. 835-850. ISSN 02692821
Syed, Z.I. and Liew, M.S. and Hasan, M.H. and Venkatesan, S. (2014) Single-degree-of-freedom based pressure-impulse diagrams for blast damage assessment. Applied Mechanics and Materials, 567. pp. 499-504. ISSN 16609336
Nawi, M.A.Md. and Haron, N.S. and Hasan, M.H. (2012) Context-aware instant messenger with integrated scheduling planner. In: UNSPECIFIED.
Hasan, M.H. and Jaafar, J. and Hassan, M.F. (2012) A review on monitoring vague Quality of Service (QoS) compliance for web services. In: UNSPECIFIED.
Hasan, M.H. and Haron, N.S. and Md Yazid, N.S.S. (2011) Improving M-examination results system using multimedia messaging service. World Applied Sciences Journal, 14 (11). pp. 1620-1627. ISSN 18184952
Hasan, M.H. and Khalid, A. (2010) Development of Multimedia Messaging Service (MMS)-based receipt system for mobile banking. In: UNSPECIFIED.
Hasan, M.H. and Haron, N.S. and Md Yazid, N.S.S. (2010) Development of multimedia messaging service (MMS)-based examination results system. In: UNSPECIFIED.
Zakaria, N.A. and Wanahmad, W.F. and Hasan, M.H. (2010) Mobile-based interactive learning using handwriting recognition. In: UNSPECIFIED.
Latif, N.A. and Hassan, M.F. and Hasan, M.H. (2009) Interaction protocol for agent-based e-learning system. In: UNSPECIFIED.
Haron, N.S. and Zaime, M.K. and Aziz, I.A. and Hasan, M.H. (2009) Performance evaluation of an online text-based strategy game. World Academy of Science, Engineering and Technology, 38. pp. 851-855. ISSN 2010376X
Latif, N.A. and Hassan, M.F. and Hasan, M.H. (2008) Automated notification and document downloading in e-learning -development of an agent-based framework utilizing the push-pull technology interaction policy. In: UNSPECIFIED.