Gambar Staf

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