Hasan, Mohd Hilmi bin

Hasan, Mohd Hilmi bin

Assoc. Prof. Ts. Dr.

Positions

Associate Professor, Computer & Information Science Department , Faculty of Science and Information Technology
Member, Centre for Research in Data Science , Institute of Emerging Digital Technologies

overview

Assoc Prof Ts. Dr Mohd Hilmi Bin Hasan is experienced academician with a demonstrated history of working in the higher education industry. Skilled in artificial intelligence and machine learning, fuzzy logic and data analytics. Strong education professional with PhD in PhD Information Technology by Universiti Teknologi PETRONAS.

member of

Computer & Information Science Department

selected publications

academic article
- Secure Transmission of Compressed Medical Image Sequences on Communication Networks Using Motion Vector Watermarking. Computers, Materials & Continua. 78:3283-3301. 2024
- A Conceptual UX Model for Designing and Developing the Business Intelligence Dashboards. Journal of Computer Science. 19:1505-1519. 2023
- A Novel Wrapper-Based Optimization Algorithm for the Feature Selection and Classification. Computers, Materials & Continua. 74:5799-5820. 2023
- A Review of Random Walk-Based Method for the Identification of Disease Genes and Disease Modules. IEEE Access. 11:116366-116383. 2023
- A novel bitwise arithmetic optimization algorithm for the rule base optimization of deep neuro-fuzzy system. Journal of King Saud University - Computer and Information Sciences. 35:821-842. 2023
- An adaptive metaheuristic approach for risk-budgeted portfolio optimization. IAES International Journal of Artificial Intelligence (IJ-AI). 12:305. 2023
- Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey. Artificial Intelligence Review. 56:865-913. 2023
- Machine Learning and Synthetic Minority Oversampling Techniques for Imbalanced Data: Improving Machine Failure Prediction. Computers, Materials & Continua. 75:4821-4841. 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. 2023
- Type 2 Diabetes Risk Prediction Using Deep Convolutional Neural Network Based-Bayesian Optimization. Computers, Materials & Continua. 75:3223-3238. 2023
- A Real-Time Automatic Translation of Text to Sign Language. Computers, Materials & Continua. 70:2471-2488. 2022
- A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods. Neural Computing and Applications. 34:1837-1875. 2022
- Energy Price Forecasting Through Novel Fuzzy Type-1 Membership Functions. Computers, Materials & Continua. 73:1799-1815. 2022
- Generating Type 2 Trapezoidal Fuzzy Membership Function Using Genetic Tuning. Computers, Materials & Continua. 71:717-734. 2022
- Non-Cooperative Learning Based Routing for 6G-IoT Cognitive Radio Network. Intelligent Automation & Soft Computing. 33:809-824. 2022
- Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm. Journal of Computational Science. 64:101867. 2022
- Sign Language to Sentence Formation: A Real Time Solution for Deaf People. Computers, Materials & Continua. 72:2501-2519. 2022
- Windows 10's Browser Forensic Analysis for Tracing P2P Networks’ Anonymous Attacks. Computers, Materials & Continua. 72:1251-1273. 2022
- A Novel Approach to Generate Type-1 Fuzzy Triangular and Trapezoidal Membership Functions to Improve the Classification Accuracy. Symmetry. 13:1932. 2021
- An interval type-2 fuzzy model of compliance monitoring for quality of web service. Annals of Operations Research. 300:415-441. 2021
- ETERS: A comprehensive energy aware trust-based efficient routing scheme for adversarial WSNs. Future Generation Computer Systems. 125:921-943. 2021
- Generating Clustering-Based Interval Fuzzy Type-2 Triangular and Trapezoidal Membership Functions: A Structured Literature Review. Symmetry. 13:239. 2021
- Predicting machine failure using recurrent neural network-gated recurrent unit (RNN-GRU) through time series data. Bulletin of Electrical Engineering and Informatics. 10:870-878. 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. 2021
- Incremental Interval Type-2 Fuzzy Clustering of Data Streams using Single Pass Method. Sensors. 20:3210. 2020
- Integration of Cluster Centers and Gaussian Distributions in Fuzzy C-Means for the Construction of Trapezoidal Membership Function. Mathematics and Statistics. 8:559-565. 2020
- Reinforcement Learning-Based Routing Protocol to Minimize Channel Switching and Interference for Cognitive Radio Networks. Complexity. 2020:1-24. 2020
- Algorithms for frequent itemset mining: a literature review. Artificial Intelligence Review. 52:2603-2621. 2019
- A Review on “Management by Exception” Surveillance for Well Management: To maximize Oil Production. International Journal of Engineering & Technology. 7:90. 2018
- Fuzzy-based Clustering of Web Services’ Quality of Service: A Review. Journal of Communications. 9:81-90. 2014
- Monitoring web services’ quality of service: a literature review. Artificial Intelligence Review. 42:835-850. 2014
chapter
- A Fuzz Logic-Based Cloud Computing Provider’s Evaluation and Recommendation Model. Advances in Intelligent Systems and Computing. 230-239. 2019
- Machine Failure Prediction Technique Using Recurrent Neural Network Long Short-Term Memory-Particle Swarm Optimization Algorithm. Advances in Intelligent Systems and Computing. 243-252. 2019
- Parameter Calculation in Time Analysis for the Approach of Filtering to Select IMFs of EMD in AE Sensors for Leakage Signature. Advances in Intelligent Systems and Computing. 139-146. 2019
- Variable Step Size Least Mean Square Optimization for Motion Artifact Reduction: A Review. Advances in Intelligent Systems and Computing. 182-190. 2019
- A Rough-Fuzzy Inference System for Selecting Team Leader for Software Development Teams. Advances in Intelligent Systems and Computing. 304-314. 2018
- Inference Algorithms in Latent Dirichlet Allocation for Semantic Classification. Applied Computational Intelligence and Mathematical Methods. 173-184. 2018
- Development of Web Services Fuzzy Quality Models using Data Clustering Approach. Lecture Notes in Electrical Engineering. 631-640. 2014
- Formal Verification for Interaction Protocol in Agent-Based E-Learning System Using Model Checking Toolkit - MCMAS. Software Engineering and Computer Systems. 412-426. 2011
conference paper

education and training

Ph.D. in Information Technology 2017
The Australian National University 2014
2002

full name

Mohd Hilmi bin Hasan

primary email

mhilmi_hasan@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

mhilmi_hasan@utp.edu.my

Websites