MDM. NOR AZLIDA BINTI ALENG@MOHAMAD
Faculty of Computer Science & Mathematics
azlida_aleng@umt.edu.my
https://wise.umt.edu.my/azlida_aleng
Executive Summary
-
Expertise
FORMAL SCIENCES
Statistical Studies
Statistics
Biostatistics and Medical Statistics
Publications
Indexed Journal (Scopus & Wos)
Non-Indexed Journal
Books
Chapter In Books
Proceedings
RM160,890.00
Approved Grants
5
H-Index (Scopus)
5
Number of Projects
0
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 | Maxillofacial Fracture Trauma: Orbital Walls Fracture And Their Association Using Multilayer Neural Network Perspectives | 2022 | Journal Of Algebraic Statistics | WoS | Co Author |
| 2 | Hybrid Lanczos-switching Models For Solving Large Linear Systems And Their Parallel Versions | 2023 | Journal Of Algorithms And Computational Technology | Scopus | Co Author |
| 3 | Application Of Robust Regression On Sea Surface Temperature Data In The Indian Ocean | 2023 | Jp Journal Of Biostatistics | WoS | Corresponding Author |
| 4 | The Evaluation Of Ordinal Regression Model`s Performance Through The Implementation Of Multilayer Feed-forward Neural Network: A Case Study Of Hypertension | 2024 | Cureus Journal Of Medical Science | WoS | Co Author |
| 5 | Developing An Ordered Logistics Regression Model For Denture Hygiene Among Elderly In Residential Care Homes | 2024 | Journal Of Dentistry Indonesia | WoS | Co Author |
| 6 | Development Of A Nonparametric Regression Framework With Applications In Biostatistics | 2025 | Jp Journal Of Biostatistics | WoS | Co Author |
| 7 | A Robust Hybrid Methodology Between Applied Linear Regression Model (alrm) And Multilayer Perceptron (mlp) | 2022 | Jundishapur Journal Of Microbiology | Google Scholar | Co Author |
| 8 | A Robust Hybrid Methodology Between Applied Linear Regression Model (alrm) And Multilayer Perceptron (mlp) | 2023 | Bangladesh Journal Of Medical Science | Scopus | Co Author |
| 9 | Predictive Biostatistical Modeling Of Uric Acid Levels Based On High-density Lipoprotein And Alanine Aminotransferase Using R | 2025 | Jp Journal Of Biostatistics | WoS | Corresponding Author |
| 10 | Fuzzy Regression Model With Bayesian Approach And Its Application To Public Health Data | 2022 | Bulletin Of Applied Mathematics And Mathematics Education | Google Scholar | Co Author |
| 11 | Computational Statistical Modelling For Parameters Optimization Of Ldl-cholesterol Levels In Patients With Type 2 Diabetes | 2024 | Bangladesh Journal Of Medical Science | WoS | Co Author |
| 12 | A Hybrid Approach To Modelling Ecc Risk: Effectiveness Of Nonparametric Regression And Mlfnn Techniques | 2025 | Galician Medical Journal | WoS | Co Author |
| 13 | A Predictive Hypertension Model For Patients With Dyslipidemia And Type 2 Diabetes Mellitus: A Robust Hybrid Methodology | 2023 | Bangladesh Journal Of Medical Science | WoS | Co Author |
| 14 | A Five-year Retrospective Study On Fractured Orbital Walls: A Spearman Correlation Analysis | 2022 | Bangladesh Journal Of Medical Science | WoS | Co Author |
| 15 | Advanced Health Assessment Of Hba1c Through Nonparametric Regression: Investigating Tg, Fbs, Bmi, Tc, And Ldl Interactions | 2025 | Jp Journal Of Biostatistics | WoS | Co Author |
| 16 | Hybrid Methodology For Predicting Hypertension In Patients With Dyslipidemia And Type 2 Diabetes Mellitus | 2025 | Advances And Applications In Statistics | WoS | Co Author |
| 17 | Prediction And Elucidation Of Triglycerides Levels Using A Machine Learning And Linear Fuzzy Modelling Approach | 2022 | Biomed Research International | Scopus | Co Author |
| 18 | Combination Of Methodology Building For Multi-layer Ffed Forward Neural Network (mlff) And Linear Modelling (lm): A Case Study By Biometry Modelling | 2022 | Journal Of Algebraic Statistics | WoS | Co Author |
| 19 | A Study On A New Approach To Hybrid Regression Modeling: A Case For Diabetes Mellitus With Dyslipidaemia Patients Who Visited Hospital Usm | 2022 | Journal Of Pharmaceutical Negative Results | Scopus | Co Author |
| 20 | Prediction Of Factors For Patients With Hypertension And Dyslipidemia Using Multilayer Feedforward Neural Networks And Ordered Logistic Regression Analysis: A Robust Hybrid Methodology | 2023 | Makara Journal Of Health Research | WoS | Co Author |
| 21 | The Most Common Treatment Under General Anaesthesia In Hospital Usm: A Paediatric Case Study From 2015 To 2018 | 2022 | Journal Of Algebraic Statistics | WoS | Co Author |
| 22 | Predictive Analysis Of Oral Squamous Cell Carcinoma Patient Status Using Machine Learning: A Focus On Lifestyle And Demographic Factors | 2026 | Pesquisa Brasileira Em Odontopediatria E Clinica Integrada | WoS | Co Author |
Books
| No. | Book Title | Year | Publisher | Authorship |
|---|
Chapter In Books
| No. | Book Title | Chapter Title | Year | Publisher | Authorship |
|---|---|---|---|---|---|
| 1 | Basic Statistical Analysis Using R Studio Software | Categorical Data Analysis Test | 2023 | PENERBIT USM | Co Author |
| 2 | Preventive Medicine Of Covd-19 Traditional Local Knowledge In Indonesia And Malaysia | A Year Coviid-19 Outbreak Prediction In Asean Countries By Using Machine Learning | 2022 | PENERBIT UMT | Co Author |
Proceeding
| No. | Article Title | Year | Proceeding | Indexing | Authorship |
|---|---|---|---|---|---|
| 1 | Tourism Forecasting Using Box-jenkins Sarima And Artificial Neural Network (ann) Models: Case For Outbound And Inbound Tourist In Malaysia | 2023 | Aip Conference Proceedings | Scopus | Corresponding Author |
| 2 | Machine Learning On The Post-vaccination Covid-19 Prediction And On The Vaccination Sentiment Analysis | 2023 | Aip Conference Proceedings | Scopus | Co Author |
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 | Hybrid Deep Learning Lstm-apgarch Modelling On Gold Price Volatility | Co-Researcher | University | UMT | RM20,000.00 | In Progress |
| 2 | Simulating Universiti Malaysia Terengganu Examination Timetabling In Investigating Continuous Issues For Improvement | Co-Researcher | University | UMT | RM20,000.00 | Completed |
| 3 | Simulating Universiti Malaysia Terengganu Examination Timetabling In Investigating Continuous Issues For Improvement | Co-Researcher | University | Universiti Malaysia Terengganu (UMT) | RM20,000.00 | In Progress |
| 4 | Developing A Hybrid Of Multilayer Feed Forward Neural Network (mlff) And Linear Models (lm) For Biometry Modeling | Co-Researcher | National | Kementerian Pengajian Tinggi (KPT) | RM78,000.00 | In Progress |
| 5 | Alternative Method To Develop New Strategy In Ordinal Regression: A Case Study In Dental Sciences Data | Co-Researcher | University | Universiti Sains Malaysia (USM) | RM22,890.00 | In Progress |
TEACHING
Note: This list is compiled based on data from the last five years.
| No. | Subject Name | Degree Level |
|---|---|---|
| 1 | Advanced Statistics | Bachelor |
| 2 | Elementary Statistics | Diploma |
| 3 | Statistics For Chemistry | Bachelor |
| 4 | Essential Calculus | Diploma |
| 5 | Research Project 2 | Bachelor |
| 6 | Basic Calculus I | Diploma |
| 7 | Basic Mathematics | Bachelor |
| 8 | Research Project I | Bachelor |
| 9 | Research Project Ii | Bachelor |
| 10 | Final Year Research Project I | Bachelor |
| 11 | Introduction To Statistics | Bachelor |
| 12 | Introductory Statistics | Diploma |
| 13 | Statistics | Bachelor |
| 14 | Final Year Research Project Ii | Bachelor |
| 15 | Mathematics | Bachelor |
| 16 | Biostatistics | Bachelor |
| 17 | Mathematics I | Diploma |
POSTGRADUATE STUDENT
Note: This list is compiled based on data from the last five years.
| No. | Student Name | Degree | Status |
|---|
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 | Khidmat Nasihat Kepakaran Bagi Kajian Penilaian Outcome Program/projek Tahun 2024 Lembaga Kemajuan Terengganu Tengah (ketengah) | 01/01/2025 - 01/08/2025 | National | Ketengah |
KNOWLEDGE TRANSFER
Note: This list is compiled based on data from the last five years.
| No. | Title | Year | Level | Collaborator | Funder |
|---|
AWARDS
| No. | Name of Awards/Recognition | Awarding Institution | Year Awarded | Level |
|---|
