Md Rais, Helmi bin

Md Rais, Helmi bin

Ts. Dr.

Positions

Senior Lecturer, Universiti Teknologi PETRONAS
Senior Lecturer, Computer & Information Science Department , Faculty of Science and Information Technology
Member, Centre for Cyber-Physical Systems , Institute of Emerging Digital Technologies

overview

Helmi Md Rais received the B.Sc. degree in business administration from Drexel University, Philadelphia, PA, USA, the M.Sc. degree in information technology from Griffith University, Australia, and the Ph.D. degree in science and system management from Universiti Kebangsaan Malaysia, Malaysia. He is currently a Senior Lecturer with Universiti Teknologi Petronas. His research interests include ant colony algorithm, optimization, swarm intelligence, and database bbreak technologies.

member of

Computer & Information Science Department

selected publications

academic article
- Enabling Predication of the Deep Learning Algorithms for Low-Dose CT Scan Image Denoising Models: A Systematic Literature Review. IEEE Access. 1-1. 2024
- Enhanced Multi-Objective Grey Wolf Optimizer with L関y Flight and Mutation Operators for Feature Selection. Computer Systems Science and Engineering. 47:1937-1966. 2023
- A hybrid local search algorithm for minimum dominating set problems. Engineering Applications of Artificial Intelligence. 114:105053. 2022
- Population Initialization Factor in Binary Multi-Objective Grey Wolf Optimization for Features Selection. IEEE Access. 10:114942-114958. 2022
- Enhanced Weight-Optimized Recurrent Neural Networks Based on Sine Cosine Algorithm for Wave Height Prediction. Journal of Marine Science and Engineering. 9:524. 2021
- HABCSm: A Hamming Based t-way Strategy based on Hybrid Artificial Bee Colony for Variable Strength Test Sets Generation. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL. 16. 2021
- A Hybrid Artificial Bee Colony Strategy for t-way Test Set Generation with Constraints Support. Journal of Physics: Conference Series. 1529:042068. 2020
- Approaches to Multi-Objective Feature Selection: A Systematic Literature Review. IEEE Access. 8:125076-125096. 2020
- Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification. IEEE Access. 8:106247-106263. 2020
- ABCVS: An Artificial Bee Colony for Generating Variable T-Way Test Sets. International Journal of Advanced Computer Science and Applications. 10. 2019
- Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection. IEEE Access. 7:39496-39508. 2019
- Computational Comparison of Major Proposed Methods for Graph Partitioning Problem. Journal of Advanced Computational Intelligence and Intelligent Informatics. 23:5-17. 2019
- Hybrid bat algorithm for minimum dominating set problem. Journal of Intelligent & Fuzzy Systems. 33:2329-2339. 2017
- Embedding Malaysian House Red Ant Behavior into an Ant Colony System. Journal of Computer Science. 4:934-941. 2008
- Dynamic Ant Colony System with Three Level Update Feature Selection for Intrusion Detection
chapter
- Recent t-way Test Generation Strategies Based on Optimization Algorithms: An Orchestrated Survey. International Conference on Artificial Intelligence for Smart Community. 1055-1060. 2022
- Pairwise Test Suite Generation Based on Hybrid Artificial Bee Colony Algorithm. Lecture Notes in Electrical Engineering. 137-145. 2020
- Solving the Minimum Dominating Set Problem of Partitioned Graphs Using a Hybrid Bat Algorithm. Advances in Intelligent Systems and Computing. 386-395. 2020
- Feature Selection Method Based on Grey Wolf Optimization for Coronary Artery Disease Classification. Advances in Intelligent Systems and Computing. 257-266. 2019
- Hybrid Artificial Bee Colony Algorithm for t-Way Interaction Test Suite Generation. Advances in Intelligent Systems and Computing. 192-199. 2019
- Ant Colony Optimization and Feature Selection for Intrusion Detection. Lecture Notes in Electrical Engineering. 305-312. 2016
conference paper

education and training

Ph.D. in Science and System Management 2013
M.Sc. in Information Technology, Griffith University 2001
B.Sc. in Business Administration (Management Information Systems & International Business), Drexel University 1999
Mara Community College (MCC) 1998

full name

Helmi bin Md Rais

primary email

helmim@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

helmim@utp.edu.my

Websites