Profesor Madya Ts. Dr. Mohd Arfian Bin Ismail
arfian@umpsa.edu.my
094315599
IJAZAH KEDOKTORAN (DOCTORAL DEGREE)(2015)
Sains Komputer
Universiti Teknologi Malaysia, Skudai
IJAZAH SARJANA (MASTERS DEGREE)(2011)
Sains Komputer
Universiti Teknologi Malaysia (Skudai)
Biography
Ts. Dr. Mohd Arfian Ismail, a distinguished Senior Lecturer at UMPSA's Faculty of Computing, possesses expertise in computer science, notably in machine learning and metaheuristic methods. Graduating with a B.Sc., M.Sc., and Ph.D. from UTM, his commitment to academic excellence defines his career. Focused on machine learning and metaheuristic intersections, he explores novel problem-solving techniques. Ts. Dr. Mohd Arfian's research, presented in esteemed publications and conferences, spans machine learning algorithms, metaheuristic optimization, and hybrid intelligence systems. His passion extends to teaching, mentoring future researchers, making him a significant contributor to UMPSA and the evolution of computer science. He epitomizes an accomplished academic driving innovation in machine learning and metaheuristic methods.
Beyond his research pursuits, Ts. Dr. Mohd Arfian actively contributes to the academic community at UMPSA. He enjoys teaching undergraduate and postgraduate students, sharing his knowledge and passion for computer science with the next generation of researchers and innovators.
Complementing his academic and research achievements, Ts. Dr. Mohd Arfian possesses professional certifications from Microsoft and Oracle. His Microsoft certifications, including Azure Administrator, Azure AI, Azure Data, Power Platform, and Microsoft Security and Compliance, underscore his proficiency in cloud administration and artificial intelligence within the Azure ecosystem. Furthermore, his Oracle certifications in Oracle Cloud Infrastructure and Oracle Cloud Data Management demonstrate expertise in managing and optimizing cloud-based data systems.
His online resume ->ÂÂÂ http://tinyurl.com/arfiancv
Current Progress
Expertise
| No | Code | Subject |
|---|---|---|
| 1 | MCT1063 | STRATEGIC DATA MANAGEMENT |
| 2 | DRC1113 | PROGRAMMING TECHNIQUES |
| 3 | BCS1093 | DATA STRUCTURE & ALGORITHMS |
| 4 | BCS1023 | PROGRAMMING TECHNIQUES |
| 5 | DCI2073 | WEB PROGRAMMING |
| 6 | BCI2313 | ALGORITHM & COMPLEXITY |
| 7 | DCS2133 | OBJECT ORIENTED PROGRAMMING |
| 8 | BCI1093 | DATA STRUCTURE & ALGORITHMS |
| 9 | BCN3243 | CLOUD COMPUTING TECHNOLOGY |
| 10 | BCI2023 | DATABASE SYSTEMS |
| 11 | BCI1023 | PROGRAMMING TECHNIQUES |
| 12 | BCS2143 | OBJECT ORIENTED PROGRAMMING |
| 13 | BPE4212 | DATABASE SYSTEMS |
| 14 | BCI1143 | PROBLEM SOLVING |
| 15 | BCI1033 | PROGRAMMING TECHNIQUES |
| 16 | DCI1023 | PROGRAMMING TECHNIQUES |
| 17 | DRC1123 | DATABASE SYSTEMS |
| No. | Title | Role | Start Date | End date | Agency | Grant Amount(RM) | Status |
|---|---|---|---|---|---|---|---|
| 1 | A Hybrid Approach To Fuzziness Based Long Short-Term Memory Network For Email Spam Detection (Flstm) (Uic241530) | Leader | 03-JUN-2024 | 02-JUN-2025 | PADANAN ANTARABANGSA | 15,000.00 | On-Going |
| 2 | A Hybrid Approach To Fuzziness Based Long Short-Term Memory Network For Email Spam Detection (Flstm) (Rdu242728) | Leader | 03-JUN-2024 | 02-JUN-2025 | ANTARABANGSA | 15,000.00 | On-Going |
| 3 | A Hydbrid Approach To Fuzziness Based Long Short-Term Memory Network ForEmail Spam Detection (Flstm) | Leader | 15-JUL-2023 | 14-JUN-2026 | PGRS | 2,400.00 | On-Going |
| 4 | Privacy-Preserving In Publishing Big Data Using An Improved Slicing-Based Method And The Hybrid Fuzzy-Jaya Optimization Algorithm | Leader | 01-SEP-2022 | 31-AUG-2024 | FRGS | 74,700.00 | On-Going |
| 5 | A Fuzzy System Based Improved Jaya Algorithm Method For Optimization Of Intrusion Detection Systems | Leader | 01-MAY-2022 | 30-APR-2024 | GERAN DALAM | 29,000.00 | On-Going |
| 6 | A Hybridization Of Butterfly Optimization Algorithm And Harmony Search For Fuzzy Modelling In Phishing Attack Detection | Leader | 10-DEC-2020 | 09-DEC-2022 | PGRS | 2,850.00 | - |
| 7 | Classification Of Breast Cancer Disease Using Fuzzy-Id3 Algorithm Based On Association Function | Leader | 10-DEC-2020 | 09-DEC-2022 | PGRS | 4,000.00 | - |
| 8 | Developing An Effective Privacy Protection Framework ForOman'S Current Healthcare Sector In Big Data Environment | Leader | 01-NOV-2020 | 31-DEC-2022 | ANTARABANGSA | 15,917.41 | - |
| 9 | Big Data Privacy Protection Framework Based On Fuzzy Logic And Genetic Algorithm | Leader | 15-MAR-2019 | 14-MAR-2021 | PGRS | 3,500.00 | - |
| 10 | Design And Process Metamodels For The Safety-Related Software Applications In Smart Building Systems | Leader | 15-MAR-2019 | 14-JUN-2021 | GERAN DALAM | 27,400.00 | - |
| 11 | Optimizing The Production Of Biochemical Systems Using An Improved Newton Cooperative Coevolutionary Algorithm | Leader | 01-JAN-2019 | 30-SEP-2021 | FRGS | 58,700.00 | - |
| 12 | A Cooperative Co-Evolutionary Algorithm For Fuzzy Modelling In Cancer Classification | Leader | 01-APR-2018 | 30-JUN-2020 | GERAN DALAM | 21,600.00 | - |
| 13 | An Enhanced Algorithm Of A Hybrid Newton Strength Competitive Genetic Algorithm For In Silico Multi-Objective Optimization Of Biochemical System Production | Leader | 29-JUN-2016 | 28-JUN-2018 | GERAN DALAM | 25,800.00 | - |
| 14 | Improved Generative Adversarial Network For Multiple Occlusion In Object Detection (Uic241514) | Member | 15-MAY-2024 | 14-MAY-2026 | PADANAN ANTARABANGSA | 15,000.00 | On-Going |
| 15 | Improved Generative Adversarial Network For Multiple Occlusion In Object Detection (Rdu242712) | Member | 15-MAY-2024 | 14-MAY-2026 | ANTARABANGSA | 15,000.00 | On-Going |
| 16 | Bone Fracture Recognition Using Deep Learning Method On Plain Radiographs | Member | 25-DEC-2023 | 24-DEC-2026 | GERAN DALAM | 34,500.00 | On-Going |
| 17 | Augmented Reality Applications In Education: Formulation Of Teacher'S Readiness Profiling | Member | 15-DEC-2022 | 14-DEC-2024 | GERAN DALAM | 27,000.00 | On-Going |
| 18 | Outdoor Multi-Objects Occlusion Detection Using A Convolutional Neural Network Based Model And Single Shot Detector Algorithm For Visually Impaired People | Member | 15-DEC-2022 | 14-DEC-2024 | GERAN DALAM | 28,000.00 | On-Going |
| 19 | Cryptojacking Detection System Using Product MomentCorrelation Coefficient (Pmcc) Heatmap And MachineLearning Intelligence | Member | 01-DEC-2022 | 30-NOV-2024 | PEMBANGUNAN PRODUK | 34,550.00 | On-Going |
| 20 | Deep Learning Model For Automated Skeleton Bone AgeAssessment For Left-Hand Bone X-Ray Images | Member | 01-NOV-2022 | 31-OCT-2024 | GERAN DALAM | 25,000.00 | On-Going |
| 21 | Formulation Of Trust Score Metric For Resolving Numerical Data Conflicts From Multiple Web Sources | Member | 07-SEP-2021 | 06-SEP-2023 | FRGS | 64,500.00 | - |
| 22 | An Evolutionary Diversification-Based Learning Algorithm For Model Calibration In Large-Scale Metabolic Systems | Member | 15-NOV-2019 | 14-FEB-2022 | GERAN DALAM | 31,000.00 | - |
| 23 | An Automatic Researcher Profiling System For Ump Employing Umpir Data | Member | 01-SEP-2019 | 30-NOV-2022 | FLAGSHIP UMP | 87,800.00 | - |
| 24 | Convolutional Neural Networks Based Model For Contact Lens Iris Biometric Spoofing Detection In Mobile Application | Member | 01-SEP-2019 | 31-MAY-2022 | FRGS-RACER | 53,200.00 | - |
| 25 | An Enhanced Cooperative Parallel Metaheuristic Method For Parameter Estimation In Large-Scale Biological Models | Member | 01-SEP-2019 | 31-MAY-2022 | FRGS-RACER | 48,200.00 | - |
| 26 | An Enhanced Deep Learning Algorithm Based On Stacked Denoising Autoencoder To Identify The Informative Features In Multi-Omics Data | Member | 01-SEP-2019 | 31-MAY-2022 | FRGS-RACER | 48,200.00 | - |
| 27 | Gene Regulatory Network Construction Of Ovarian Cancer Based On Passing Attributes Between Network For Data Assimilation | Member | 15-AUG-2019 | 14-NOV-2021 | GERAN DALAM | 31,800.00 | - |
| 28 | Formulation Of An Enhanced Particle Swarm Optimisation For Large Scale Metabolic Network (Empso) | Member | 01-JAN-2019 | 30-SEP-2021 | FRGS | 60,200.00 | - |
| 29 | Hybrid Self-Organized Swarm Intelligence Forensic Algorithm And Neural Network Model In Estimating Age For Multiple Populations | Member | 01-JAN-2019 | 30-SEP-2021 | FRGS | 51,000.00 | - |
| 30 | Modelling And Optimisation Of Local Fish Processing Waste For Value Added Product Using Neural Network And Genetic Algorithm For Optimal Process | Member | 15-OCT-2018 | 14-JAN-2022 | FLAGSHIP UMP | 23,800.00 | - |
| 31 | Dengue Outbreak Prediction Based On Computational Intelligence Algorithm | Member | 15-APR-2018 | 14-JUL-2020 | GERAN DALAM | 23,050.00 | - |
| 32 | A Hybrid Algorithm Of Random Forest And Support Vector Machine (Rf-Svm) To Select Informative Genes For Higher Classification Accuracy Of Cancer Microarray Data | Member | 05-APR-2018 | 04-OCT-2020 | GERAN DALAM | 26,400.00 | - |
| 33 | An Improved Step-Counting Hill Climbing Algorithm In Vehicle Routing Problem | Member | 15-JUN-2017 | 16-JUN-2019 | GERAN DALAM | 21,000.00 | - |
| 34 | Design By Contract Approach For Safety Verification Of Hybrid Software Systems | Member | 01-JUN-2017 | 01-JUN-2019 | GERAN DALAM | 17,000.00 | - |
| 35 | A Two-Stage Random Forest Method For Gene Selection And Classification Of Cancer Microarray Data | Member | 01-JUN-2017 | 01-JUN-2019 | GERAN DALAM | 20,000.00 | - |
| 36 | A New Masking Model In Image And Video Processing | Member | 15-MAY-2017 | 14-MAY-2019 | GERAN DALAM | 20,000.00 | - |
| 37 | Development Of Gpu-Based Visual Environment For Metamaterials Design | Member | 01-JAN-2017 | 01-JAN-2018 | GERAN DALAM | 26,000.00 | - |
| No | Project | Customer | Start Date | End Date | Project Amount (RM) |
|---|
| No | Type | Name | Registration No | File Date |
|---|---|---|---|---|
| 1 | Copyright | Hybrid Of Newton Method And Particle Swarm Optimization Algorithm | ||
| 2 | Copyright | Fuzzy Firefly Algorithm | LY2020003270 | 24-AUG-2020 |
| 3 | Copyright | Hybrid Of Newton Method, Differential Evolution Algorithm And Cooperative Coevolution Algorithm | LY2018005807 | 16-NOV-2018 |
| No | Description |
|---|
* Data sehingga 11 April 2019
| No | Professional Bodies (Association/Other Association) | Start Date | End Date | Level |
|---|---|---|---|---|
| 1 | MALAYSIA BOARD OF TECHNOLOGIST (MBOT) | 22/01/2021 | 22/01/2022 | null |
| 2 | MALAYSIA BOARD OF TECHNOLOGIST (MBOT) | 22/01/2021 | 22/01/2022 | null |
| 3 | MALAYSIA BOARD OF TECHNOLOGIST (MBOT) | 23/01/2020 | 22/01/2021 | KEBANGSAAN |