PROFESSOR DR. MUHAMAD SAFIIH BIN LOLA
Faculty of Computer Science & Mathematics
safiihmd@umt.edu.my
https://wise.umt.edu.my/safiihmd
Executive Summary
-
Expertise
FORMAL SCIENCES
Statistical Studies
Statistics
Time Series and Spatial Analysis Time Series and Forecasting
Publications
Indexed Journal (Scopus & Wos)
Non-Indexed Journal
Books
Chapter In Books
Proceedings
RM1,002,932.00
Approved Grants
10
H-Index (Scopus)
16
Number of Projects
14
Total Postgraduate Students
PUBLICATIONS
Journals
Note: This list is compiled based on data from the last five years.
| No. | Article Title | Year | Journals | Indexing | Authorship |
|---|---|---|---|---|---|
| 1 | Improvement Of Time Forecasting Models Using Machine Learning For Future Pandemic Applications Based On Covid-19 Data 2020-2022 | 2023 | Diagnostics | WoS | Corresponding Author |
| 2 | Assessing The Impact Of E-commerce Of A Footwear Vendor In Malaysia Through A Structural Equation Modeling Approach | 2024 | World | WoS | Corresponding Author |
| 3 | Developing Forecasting Model For Future Pandemic Applications Based On Covid-19 Data 2020-2022 | 2023 | Plos One | Scopus | Corresponding Author |
| 4 | Enhancing Covid-19 Classification Accuracy With A Hybrid Svm-lr Model | 2023 | Bioengineering | Scopus | Corresponding Author |
| 5 | H. Pylori Related Atrophic Gastritis Detection Using Enhanced Convolution Neural Network (cnn) Learner | 2023 | Diagnostics | WoS | Co Author |
| 6 | Hybrid Correlation Coefficient Of Spearman With Mm-estimator | 2023 | Mathematics And Statistics | Scopus | Co Author |
| 7 | Synergizing Image Processing And Deep Learning For Precise Pllen Classification | 2023 | Journal Of Engineering And Science Research | MyCitex | Co Author |
| 8 | Assessing The Sustainability Of The Homestay Industry For The East Coast Of Malaysia Using The Delphi Approach | 2023 | Heliyon | Scopus | Corresponding Author |
| 9 | Gf-cnn: A Hybrid Approach For Pollen Recognition Combining Gabor Filters And Convolutional Neural Networks | 2025 | Journal Of Advanced Research Design | Scopus | Co Author |
| 10 | Leveraging A Hybrid Machine Learning Model For Enhanced Cyberbullying Detection | 2025 | Aptisi Transactions On Technopreneurship | Scopus | Co Author |
| 11 | Framework Of Measures For Covid-19 Pandemic In Malaysia: Threats, Initiatives And Opportunities | 2022 | Journal Of Sustainability Science And Management | Scopus | Main Author, Corresponding Author |
| 12 | A System Dynamics Model To Evaluating Ecotourism Sustainability At Tasik Kenyir, Malaysia | 2025 | Journal Of Cultural Analysis And Social Change | Scopus | Co Author |
| 13 | Modelling Of River Catfish (cephalocassis Jatia) Population In Malaysia | 2022 | Indonesian Journal Of Electrical Engineering And Informatics | Scopus | Corresponding Author |
| 14 | Rapid Assessment Of Non-volant Mammals In Selected Areas Of Peninsular Malaysia | 2025 | Tropical Life Sciences Research | Scopus | Co Author |
Books
| No. | Book Title | Year | Publisher | Authorship |
|---|---|---|---|---|
| 1 | Buku Panduan Akademik Program Pra Siswazah Sesi Akademik 2025/2026 - Bm, Bi (local), Bi (international) | 2025 | Universiti Malaysia Terengganu | Co Author |
Chapter In Books
| No. | Book Title | Chapter Title | Year | Publisher | Authorship |
|---|
Proceeding
| No. | Article Title | Year | Proceeding | Indexing | Authorship |
|---|
RESEARCH GRANTS
Note: This list is compiled based on data from the last five years.
| No. | Grant Title | Role | Level | Funder | Value (RM) | Status |
|---|---|---|---|---|---|---|
| 1 | A Novel Deep Learning-based Moving Centerline Ewma Model For Intelligent Monitoring And Risk Management In Dynamic Aquaculture Environments | Project Leader | University | UMT | RM110,000.00 | In Progress |
| 2 | Estimating Carrying Capacity At The Sea Turtle Nesting Beaches In Pulau Redang, Terengganu | Co-Researcher | University | UMT | RM113,000.00 | In Progress |
| 3 | Mathematical Anxiety Generalized Prediction : A Machine Learning Approach | Co-Researcher | University | UMT | RM20,000.00 | In Progress |
| 4 | Mathematical Modelling Of The Interaction Of Climate Change And Its Impact On Sea Turtle Nesting Capacity | Co-Researcher | University | Universiti Malaysia Terengganu (UMT) | RM113,000.00 | In Progress |
| 5 | Development Of Robust Principal Component Analysis Procedure For Outlier Detection In Health Data | Co-Researcher | National | KEMENTERIAN PENDIDIKAN TINGGI (KPT) | RM28,000.00 | In Progress |
| 6 | The Giant Panda Protection And Research Programme | Project Leader | National | Kementerian Sumber Asli dan Alam Sekitar | RM22,332.00 | In Progress |
| 7 | Population Viability Of Sea Turtles In The Face Of Climate Change: Implications For Nesting Habitat Management Strategies | Co-Researcher | National | KEMENTERIAN PENDIDIKAN TINGGI (KPT) | RM50,000.00 | Completed |
| 8 | Population Viability Of Sea Turtle In The Face Of Climate Change: Implication For Nesting Habitat Management Strategies | Co-Researcher | National | Kementerian Pengajian Tinggi (KPT) | RM50,000.00 | In Progress |
| 9 | A New Islamic Environment, Social And Governance (esg) Portfolio Framework For Sustainable Investment In Malaysia | Co-Researcher | National | KEMENTERIAN PENGAJIAN TINGGI (KPT) | RM69,000.00 | In Progress |
| 10 | Identifying Biological Markers Of The Health Status From The Captivated And Wild Nesting Sea Turtles | Co-Researcher | National | Kementerian Pendidikan Malaysia (KPM) | RM88,200.00 | Completed |
| 11 | Identifying Biological Markers Of The Health Status From The Captivated And Wild Nesting Sea Turtles | Co-Researcher | National | Kementerian Pengajian Tinggi (KPT) | RM88,200.00 | In Progress |
| 12 | Development An Islamic Environment, Social And Governance (esg) Portfolio Framework For Sustainable Investment In Malaysia | Co-Researcher | National | Kementerian Pengajian Tinggi (KPT) | RM69,000.00 | In Progress |
| 13 | Data Analytics/ir4.0 Application And Readiness On Retail And Services Business`s Intelligence: A Smart Partnership Of Universiti Malaysia Terengganu And Kasut You Sdn. Bhd. | Project Leader | Private | UMT | RM40,000.00 | In Progress |
| 14 | Data Analytics/ir4.0 Application And Readiness On Retail And Services Business's Intelligence: A Smart Partnership Of Universiti Malaysia Terengganu And Kasut U Sdn. Bhd. | Project Leader | Industry | Universiti Malaysia Terengganu (UMT) | RM40,000.00 | Completed |
| 15 | Data Analytics/ir4.0 Application And Readiness On Retail And Services Business¿¿¿s Intelligence: A Smart Partnership Of Universiti Malaysia Terengganu And Kasut You Sdn. Bhd. | Project Leader | Private | Universiti Malaysia Terengganu (UMT) | RM40,000.00 | In Progress |
| 16 | Developing A Retirement Savings Decision Model Using Path Analysis Among B40 Groups Towards Achieving Sustainable Retirement. | Co-Researcher | National | Kementerian Pengajian Tinggi (KPT) | RM62,200.00 | In Progress |
TEACHING
Note: This list is compiled based on data from the last five years.
| No. | Subject Name | Degree Level |
|---|---|---|
| 1 | Applied Linear Statistical Models | Bachelor |
| 2 | Advanced Computational Mathematics | Bachelor |
| 3 | Introduction To Data Science | Bachelor |
| 4 | Mathematics 2 | Bachelor |
| 5 | Financial Econometrics | Bachelor |
| 6 | Statistics For Chemistry | Bachelor |
| 7 | Advanced Statistics | Bachelor |
| 8 | Introductory Statistics | Diploma |
| 9 | Experimental Design | Bachelor |
| 10 | Computational Mathematics | Bachelor |
| 11 | Engineering Statistics | Bachelor |
| 12 | Statistics | Bachelor |
| 13 | Probability And Statistics For Data Analytics | Bachelor |
| 14 | Basic Statistics | Bachelor |
| 15 | Biostatistics | Bachelor |
| 16 | International Mobility Inbound Iii | Bachelor |
| 17 | Introduction To Statistics | Bachelor |
| 18 | Macroeconomics | Bachelor |
| 19 | Mathematics | Bachelor |
| 20 | Statistics Forecasting | Bachelor |
| 21 | Basic Calculus I | Diploma |
| 22 | Economic Way Of Thinking | Bachelor |
| 23 | Industrial Experience | Bachelor |
| 24 | Elementary Statistics | Diploma |
POSTGRADUATE STUDENT
Note: This list is compiled based on data from the last five years.
| No. | Student Name | Degree | Status |
|---|---|---|---|
| 1 | Siti Hanani Binti Isa | Doctor of Philosophy | Completed |
| 2 | Wan Nuraini | Doctor of Philosophy | Completed |
| 3 | Nawaf Mustafa Eid Abuoliem | Doctor of Philosophy | Completed |
| 4 | Siti Hanani Binti Isa | Doctor of Philosophy | Completed |
| 5 | Wan Saliha Binti Wan Alwi | Doctor of Philosophy | Ongoing |
| 6 | Noor Ilanie Nordin | Doctor of Philosophy | Ongoing |
| 7 | Fenny Syafariani | Doctor of Philosophy | Ongoing |
| 8 | Ilham Faishal Mahdy | Doctor of Philosophy | Ongoing |
| 9 | Wan Imanul Aisyah Binti Wan Mohamad Nawi | Doctor of Philosophy | Ongoing |
| 10 | Siti Madhihah Binti Abd Malik | Doctor of Philosophy | Ongoing |
| 11 | Mohd Noor Afiq Bin Ramlee | Master | Completed |
| 12 | Mohd Noor Afiq Bin Ramlee | Master | Completed |
| 13 | Wan Imanul Aisyah Binti Wan Mohamad Nawi | Master | Completed |
| 14 | Tuan Ahmad Mustaqim Bin Tuan Rosdan | Master | Ongoing |
INTELLECTUAL PROPERTIES
Note: This list is compiled based on data from the last five years.
| No. | IP Title | IP Type | IP Status | Reference ID | Year |
|---|
CONSULTANCY
Note: This list is compiled based on data from the last five years.
| No. | Title | Date | Level | Client Name |
|---|---|---|---|---|
| 1 | Kajian Pemantauan Biodiversiti, Kualiti Air Dan Tanah Bagi Kebolehlaksanaan Pembangunan Sistem Ternakan Kandang Ketam Di Kawasan Paya Bakau Milik Pertubuhan Peladang Kawasan Kalabakan, Sabah, Malaysia. | 01/05/2025 - 01/12/2026 | National | Lembaga Pertubuhan Peladang |
| 2 | Kajian Reformasi Pendidikan Negara (ner) | 01/01/2025 - 01/04/2025 | National | Akademi Sains Negara |
| 3 | Scientific Expedition Forbenchmarking Agricultural Systems And Technologies For Food Crops | 01/04/2025 - 01/04/2025 | International | Ebean Group Sdn Bhd |
| 4 | Technical Review Panel (trp) -biodiversity Monitoring And Evaluation Plan (bmep) For Baleh Hep | 01/04/2023 - 01/12/2023 | National | Sarawak Energy Berhad |
| 5 | Appointment Letter As A Consultant For Malaysia | 01/12/2018 - 01/11/2023 | International | Mtja/petronas |
| 6 | Appointment Letter As A Consultant For Malaysia | 01/12/2018 - 01/11/2023 | National | Sabah State Government |
| 7 | Appointment Letter As A Consultant For Malaysia | 01/11/2018 - 01/10/2023 | International | Vasa |
KNOWLEDGE TRANSFER
Note: This list is compiled based on data from the last five years.
| No. | Title | Year | Level | Collaborator | Funder |
|---|---|---|---|---|---|
| 1 | Sulam | 2025 - 2025 | University | Community | PIJIM |
AWARDS
| No. | Name of Awards/Recognition | Awarding Institution | Year Awarded | Level |
|---|
