Curriculum Vitae

DR. ADINA NAJWA BT KAMARUDIN

Senior Lecturer
  • Institute of Mathematical Sciences
    Faculty of Science
  • adinanajwa

ACADEMIC QUALIFICATION

  • Degree of Doctor in Philosophy, (Biostatistics)
    University of Liverpool
  • Sarjana Sains(Statistik Gunaan), (Applied Mathematics, Probability & Statistics)
    Universiti Teknologi MARA (UiTM)
  • Sarjana Muda Sains(Kepujian)(Statistik), (Statistics)
    Universiti Teknologi MARA (UiTM)

ADMINISTRATIVE DUTIES

  • Task Force Member
    15 Oct 2025 - 16 Oct 2025 (Institute of Mathematical Sciences, Faculty of Science)

MEMBERSHIPS

  • ROYAL STATISTICAL SOCIETY, FELLOW
    2025 to 2026 (International)
  • INTERNATIONAL SOCIETY OF CLINICAL BIOSTATISTICS, MEMBER
    2025 to present (International)
  • ROYAL STATISTICAL SOCIETY, FELLOW
    2024 to 2025 (International)

PUBLICATIONS

Article in Journal
  1. Kamarudin A.N., Mohd Nor S.R. and Ibrahim N. (2024). Students’ Performance on Statistics Course Through Online Learning, AIP Conference Proceedings 2895 (1): 060006
  2. Mohd Nor S.R., Salleh N.A, Norrulashikin S.M., Kamarudin A.N. and Ah Khaliludin N.I. (2024). Wind speed forecasting with ARIMA fourier time series model. AIP Conference Proceedings 2895 2895 (1): 090008.
  3. Zabidi F.N., Ibrahim N., Atiqah N.I., Norzaidi N.A., Kamaludin S. and Kamarudin A.N. (2024). Determination factors of internet advertising affecting internet u
  4. Ibrahim N., Kamarudin A.N. (2023). Assessing time-dependent performance of a feature selection method using correlation sharing T-statistics (corT) for heart failure data classification, AIP Conf. Proc. 2500 (1): 020017.
  5. Mohamed, A. S. T., Adnan, N. I. M., Husain, Q. N., Kamarudin, A. N., & Azmi, N. N. K. (2023). PERFORMANCE OF 4253HT SMOOTHER BY DIFFERENT HANNINGS: APPLICATION IN RAINFALL DATA. Jurnal Teknologi (Sciences & Engineering), 85(6), 75-84.
  6. Kolamunnage-Dona, R., & Kamarudin, A. N. (2021). Adjustment for the measurement error in evaluating biomarker performances at baseline for future survival outcomes: Time-dependent receiver operating characteristic curve within a joint modelling framework. Research Methods in Medicine & Health Sciences, 2(2), 51-60.
  7. Kamarudin, A.N., Cox, T. & Kolamunnage-Dona, R. Time-dependent ROC curve analysis in medical research: current methods and applications. BMC Med Res Methodol 17, 53 (2017). https://doi.org/10.1186/s12874-017-0332-6
Article in Proceeding
  1. Han, N. J., Mansur, N. S., & Kamarudin, A. N. (2025). Time Series Forecasting on Live Births in Malaysia. Proc. Sci. Math, 32, 1-10.
  2. Yi, Y. L., Mansur, N. S. & Kamarudin, A. N. (2025). Time Series Forecasting on the Amount of Rainfall in Kuala Lumpur . Proc. Sci. Math, 32, 161-170.
Other Publications
  1. Azhar F (2025). parTimeROC: Parametric Time-Dependent Receiver Operating Characteristic. R package version 0.2.0, https://CRAN.R-project.org/package=parTimeROC. - Software Review

RESEARCH PROJECT

National
  1. 2022 - 2025, UTM Fundamental Research
    Parametric approach to estimate the time-dependent ROC curve ( Principal Investigator(PI))
  2. 2022 - 2025, UTM Internal Grant
    Derivative-free Hybrid Conjugate Gradient Method for Constraint Nonlinear Equations under Line Searches, Universiti Teknologi Malaysia (UTM) ( Co-Researcher)
Private
  1. 2024 - 2025, Contract Research DTD
    Development of a Novel Optical Character Recognition System for Handwritten Text Using Convolutional Neural Networks, Westlite Dormitory Management Sdn Bhd ( Co-Researcher)
International
  1. 2024 - 2025, KURITA WATER AND ENVIRONMENT FOUNDATION
    Rainfall Resilience: Hybrid Modelling of Rainfall Event Generation for Sustainable Water Management in Malaysia, Kurita Water and Environmental Foundation ( Co-Researcher)
University
  1. 2025 - 2027, Bantuan Khas Penyelidikan (BKP Special)
    Enhanced time-dependent receiver operating characteristic in medical research for competing risk events. ( Principal Investigator(PI))

CONSULTANCY PROJECT

  • Kefahaman Tentang Kreativiti dan Inovasi Dari Perspektif Islam, Institut Kefahaman Islam Malaysia, Consultant
    07 Jan 2022 - 31 Mar 2024 (National)
  • Kefahaman Tentang Kreativiti dan Inovasi Dari Perspektif Islam Dalam Kalangan Mahasiswa Muslim, Institut Kefahaman Islam Malaysia, Consultant
    15 Oct 2021 - 31 Mar 2024 (National)

PAPER PRESENTED

ORAL PRESENTER
  1. Time-dependent accuracy for Continuous Biomarkers using Copula Modelling, 46th Annual Conference of the International Society for Clinical Biostatistics (ISCB), International Society of Clinical Biostatistics (International) (24 Aug 2025 - 28 Aug 2025)
  2. Students performance on statistics course through online learning,, 3rd International Conference on Applied and Industrial Mathematics and Statistics 2022, UMPSA (International) (24 Aug 2023 - 26 Aug 2023)
  3. Determination Factors of Internet Advertising Affecting Internet Users' Behaviour using Canonical Correlation Analysis, 3 rd International Conference on Applied and Industrial Mathematics and Statistics 2022, Microsoft Team, UMPSA (International) (24 Aug 2023 - 26 Aug 2023)
  4. Parametric Approach of Time-dependent Receiver Operating Characteristics Curve, Annual Conference on Engineering and Information Technology, Doshisha University (International) (12 Jul 2023 - 14 Jul 2023)
  5. Logistic Regression Model for Measuring Perception on Open and Distance Learning (ODL) during COVID19 Pandemic based on Impeding Factors among Students, 2022 IEEE International Conference on Computing (ICOCO), ICOCO (International) (14 Nov 2022 - 16 Nov 2022)
  6. Willingness to pay for heart disease insurance: A case study of a university hospital in Malaysia, The 5th ISM International Statistical Conference (ISM-V): Statistics in the Spotlight: Navigating the New Norm, UTM Malaysia, UTM (International) (17 Aug 2021 - 19 Aug 2021)
  7. Measuring the effectiveness of diagnostic markers in the presence of measurement error through the use of time-dependent ROC curve methodology, International Society of Clinical Biostatistics (ISCB) Conference, ISCB (International) (09 Jul 2017 - 13 Jul 2017)
  8. Time-dependent ROC analysis for censored event-time data: Review, International Society of Clinical Biostatistics Conference, ISCB (International) (23 Aug 2015 - 27 Aug 2015)
POSTER PRESENTER
  1. Evaluation of time-dependent diagnostic efficacy of a baseline marker accounting for measurement error, Methods for Evaluating Medical Tests and Biomarkers (MEMTAB Symposium), University of Utrecht (International) (02 Jul 2018 - 03 Jul 2018)
  2. Incorporating the time-dependency in ROC methodology for censored clinical event, Methods for Evaluating Medical Tests and Biomarkers (MEMTAB Symposium), University of Birmingham (International) (19 Jul 2016 - 20 Jul 2016)
  3. Time-dependent ROC analysis for censored event-time data, Flexible Models for Longitudinal and Survival Data with Applications in Biostatistics, University of Warwick (International) (27 Jul 2015 - 29 Jul 2015)

ACADEMIC/ PROF. SERVICES

Evaluation
  1. (2026) Robust Seemingly Unrelated Regression With Least Trimmed Squares for Craniofacial Growth Prediction in Syndromic Craniosynostosis, University, (Internal Examiner)
  2. (2026) Hybrid Portfolio Optimization With Pca, Clustering, and The Barzilai-borwein Method, National, (Reviewer)
  3. (2026) Quantifying The Complementary Value of Continuous Correlated Biomarkers Using The Overlapping Volume of Their Bivariate Densities- a Generalized Roc Framework On R, International, (Reviewer)
  4. (2025) Comparative Study of Life Expectancy Trends in Malaysia, National, (Reviewer)
  5. (2025) Mathematical Modeling of Health Utility Index Among Malaysian Elderly Using The Eq-5d-5l, International, (Reviewer)
  6. (2025) Quantifying The Complementary Value of Continuous Correlated Biomarkers Using The Overlapping Volume of Their Bivariate Densities- a Generalized Roc Framework On R, International, (Reviewer)
  7. (2025) Extended Abstract Title: Identification of Arx Models Using Parameter Magnitude-based Information Criterion, National, (Reviewer)
  8. (2025) Extended Abstract Title: An Initial Study On Thermal Comfort Analysis in Kmkm, Utem, National, (Reviewer)
  9. (2025) Covariate- and Measurement Time-specific Roc Analysis for Longitudinal Biomarkers With Survival Outcome, International, (Reviewer)
  10. (2024) Accounting for Regression to The Mean Under The Bivariate $t$-distribution, International, (Reviewer)
  11. (2023) Cox Proportional Hazards Regression in Small Studies of Predictive Biomarkers, International, (Reviewer)
  12. (2022) Blood Pressure Device Accuracy Evaluation: Statistical Considerations With An Implementation in R, International, (Reviewer)
  13. (2021) Roc Estimation and Threshold Selection Criteria in Three-class Classification Problems for Clustered Data, International, (Reviewer)

SUPERVISION

Under Graduate Students
  1. (2025) Time series forecasting of anomalies in bussiness transaction (Universiti Teknologi Malaysia (UTM))
  2. (2025) Detecting The Outlier in Cryptocurrency Returns: Ethereum
  3. (2024) TIME SERIES FORECASTING ON THE AMOUNT OF RAINFALL IN KUALA LUMPUR (Universiti Teknologi Malaysia (UTM))
  4. (2024) Survival Analysis and Predictive Modelling of Heart Transplantation Outcomes Using the Stanford Dataset (Universiti Teknologi Malaysia (UTM))
  5. (2024) TIME SERIES FORECASTING ON BIRTH RATE IN MALAYSIA (Universiti Teknologi Malaysia (UTM))
Postgraduate Student
PhD/ Doctoral
  1. (2022) Cox-Integrated Spline Sieve Estimation for Doubly Censored Data, Muhammad Mustapha (Universiti Teknologi Malaysia (UTM))
Master
  1. (2023) TIME-DEPENDENT RECEIVER OPERATING CHARACTERISTIC CURVE BASED ON PARAMETRIC PROPORTIONAL HAZARDS MODEL AND COPULAS, Ahmad Faiz Mohd Azhar (Universiti Teknologi Malaysia (UTM))

COURSE ATTENDED

Internal/ External Course
  1. 46TH ANNUAL CONFERENCE OF THE INTERNATIONAL SOCIETY FOR CLINICAL BIOSTATISTICS (ISCB) STATISTICAL THINKING ACROSS BORDERS:BUILDING BRIDGES AND EXPANDING HORIZONS IN CLINICAL BIOSTATISTICS, BASEL, SWITZERLAND (23 Aug 2025 - 29 Aug 2025)