+607-553 4048 fsains@utm.my

PUBLICATION IN 2023

  1. “Economic Growth Contributed by Distributive Trade Sector” by Siti Zulaikha Zulkefli, Haliza Abd Rahman & Norazlina Ismail of Mathematics in Economy, Music, Agriculture and Applied Sciences, 2023. (ISBN: 978-983-52-2001-2)
  2. Nurain Ibrahim, Adina Najwa Kamarudin; Assessing time-dependent performance of a feature selection method using correlation sharing T-statistics (corT) for heart failure data classification. AIP Conference Proceedings 8 February 2023; 2500 (1): 020017. https://doi.org/10.1063/5.0109918
  3. Kamisan, N. A. B., Norrulashikin, S. M., & Hassan, S. F. (2023, February). Hybrid Holts-Winter’s model and artificial neural network for short term load data. In AIP Conference Proceedings (Vol. 2500, No. 1). AIP Publishing.
  4. Zainudin, C. N. B. M., Nor, M. E. B., & Kamisan, N. A. B. B. (2023, February). Non-trading days model for Tesco stock market forecasting. In AIP Conference Proceedings (Vol. 2500, No. 1). AIP Publishing.
  5. Nur Syiffa Sam, Adina Najwa Kamarudin; Time Series Analysis On Sales Data of Petroleum in Malaysia, Proceedings of Science and Mathematics, Faculty of Science, Universiti Teknologi Malaysia, Vol. 18, 2023, page 39 – 47
  6. Radedo Jeremy Siagiain, Adina Najwa Kamarudin; Predicting Stock Price Movement Statistically, Proceedings of Science and Mathematics, Faculty of Science, Universiti Teknologi Malaysia, Vol. 18, 2023, page 121 – 126
  7. Yap Say Nee, Adina Najwa Kamarudin; Time Series Forecasting of Daily COVID-19 Cases in Malaysia, Proceedings of Science and Mathematics, Faculty of Science, Universiti Teknologi Malaysia, Vol. 18, 2023, page 181 – 194
  8. Ton Mohamed, A. S. ., Mohamad Adnan, N. I., Nasir Husain, Q. ., Kamarudin, A. N., & Khairol Azmi, N. N. . (2023). PERFORMANCE OF 4253HT SMOOTHER BY DIFFERENT HANNINGS: APPLICATION IN RAINFALL DATA. Jurnal Teknologi, 85(6), 75–84. https://doi.org/10.11113/jurnalteknologi.v85.19720

PUBLICATIONS IN 2022

  1. Rashid Mehmood, Muhammad Riaz, Muhammad Hisyam Lee, Iftikhar Ali. (2022). Exact computational methods for univariate and multivariate control charts under runs rules. Computer & Industrial Engineering, Volume 163, Article number 107821. ISSN: 0360-8352. DOI: 10.1016/j.cie.2021.107821. 2020 JCR Impact Factor: 5.431. Journal Ranking in JCR: Q1. Early Access.
  2. Rashid Mehmood, Muhammad Hisyam Lee, Muhammad Rizwan Iqbal, Sajdah Hassan. (2022). New robust location control charts for unknown process distribution with practical significance. Soft Computing. ISSN: 1432-7643. DOI: 10.1007/s00500-021-06497-4. 2020 JCR Impact Factor: 3.643. Journal Ranking in JCR: Q2.
  3. Babar Zaman, Muhammad Riaz, Mu’azu Ramat Abujiya, Muhammad Hisyam Lee. (2022). Adaptive CUSUM location control charts based on score functions: An application in semiconductor wafer field. Arabian Journal for Science and Engineering. ISSN: 2193-567X. DOI: 10.1007/s13369-021-05878-z. 2020 JCR Impact Factor: 2.334. Journal Ranking in JCR: Q3.
  4. Babar Zaman, Muhammad Hisyam Lee, Muhammad Riaz, Mu’azu Ramat Abujiya, Rashid Mehmood, Nasir Abbas. (2022). Adaptive memory control charts constructed on generalized likelihood ratio test to monitor process location. Arabian Journal for Science and Engineering. ISSN: 2193-567X. DOI: 10.1007/s13369-021-05878-z. 2020 JCR Impact Factor: 2.334. Journal Ranking in JCR: Q3.
  5. Aiedh Mrisi Alharthi, Muhammad Hisyam Lee, and Zakariya Yahya Algamal (2022). Improving penalized logistic regression model with missing values in high-dimensional data. International Journal of Online and Biomedical Engineering (iJOE). 18(2), pp. 40– 54. ISSN 2626-8493. DOI: 10.3991/ijoe.v18i02.25047.
  6. Winita Sulandari, Yudho Yudhanto, Sri Subanti, Etik Zukhronah, Subanar, Muhammad Hisyam Lee. (2022). Forecasting Tourist Arrivals to Sangiran using Fuzzy with Calendar Variations. Advances in Hospitality and Tourism Research (AHTR). ISSN: 2147-9100.
  7. Zaman, B., Lee, M.H., Riaz, M. et al. Adaptive Memory Control Charts Constructed on Generalized Likelihood Ratio Test to Monitor Process Location. Arab J Sci Eng (2022). https://doi.org/10.1007/s13369-022-06803-8
  8. Nurul Ashikin Mohamad Radzi, Haliza Abd Rahman, Shariffah Suhaila Syed Jamaludin, Arifah Bahar (2022). Exponential Growth Model and Stochastic Population Models: A Comparison via Goat Population Data. Malaysian Journal of Fundamental and Applied Sciences, Vol. 18(2022) 60-69.
  9. Loh Wei Kit, Adina Najwa Kamarudin; Analysis on Spam Email by Statistical Learning, Proceedings of Science and Mathematics, Faculty of Science, Universiti Teknologi Malaysia, Vol. 9, 2022, page 139-147
  10. Muhammad Izzatur Fitri Mohd Fuad, Adina Najwa Kamarudin; Multplie Linear Regression on Population Growth Rate in Malaysia, Proceedings of Science and Mathematics, Faculty of Science, Universiti Teknologi Malaysia, Vol. 9, 2022, page 222-232
  11. Yeoh Yen Ping, Adina Najwa Kamarudin; Forecasting the Electricity Demand in Malaysia using ARIMA Model, Proceedings of Science and Mathematics, Faculty of Science, Universiti Teknologi Malaysia,Vol. 8, 2022, page 278-288
  12. A. N. A. Mizan et al., “Logistic Regression Model for Measuring Perception on Open and Distance Learning (ODL) during COVID-19 Pandemic based on Impeding Factors among Students,” 2022 IEEE International Conference on Computing (ICOCO), Kota Kinabalu, Malaysia, 2022, pp. 38-42, doi: 10.1109/ICOCO56118.2022.10031675.
  13. Zahraddeen Abdullahi and Zarina Mohd Khalid (2022) Impact of Frailty in Cure Rate Models: A Systematic Review. ISMV2021 – AIP Conference Proceedings
  14. Zarina Mohd Khalid, Nurain Huzaifah Yusniman, and Noraslinda Mohamed Ismail (2022), Comparing the Effectiveness of Online and Face-To-Face Teaching and Learning Approaches on Student Performance Using Nonparametric Methods. ISMV2021 – AIP Conference Proceedings
  15. Nurliyana Juhan, Yong Zulina Zubairi, Ahmad Syadi Mahmood Zuhdi, and Zarina Mohd Khalid (2022), Predictors on Outcomes of Cardiovascular Disease of Male Patients in Malaysia Using Bayesian Network Analysis. Saudi Medical Journal
  16. Demudu Naganaidua and Zarina Mohd Khalid (2022). Correlation Filtered Sure Independence Screening: Multinomial Logistic Regression. Proceedings of Science and Mathematics, Vol. 7, 2022, Page 38 – 42.
  17. Mustafa, S., Bahar, A., Aziz, Z.A. et al. Analytical solutions of contaminant transport in homogeneous and isotropic aquifer in three-dimensional groundwater flow. Environ Sci Pollut Res (2022). https://doi.org/10.1007/s11356-022-21402-8
  18. Zarina Mohd Khalid, Nurain Huzaifah Yusniman, and Noraslinda Mohamed Ismail (2022), Comparing the Effectiveness of Online and Face-To-Face Teaching and Learning Approaches on Student Performance Using Nonparametric Methods. ISMV2021 – AIP Conference Proceedings
  19. Firdausa, M., Kamisana, N. A. B., Arina, N., Aziza, B., & Howeb, C. W. (2022). MODELLING STOCK MARKET EXCHANGE BY AUTOREGRESSIVE INTEGRATED MOVING AVERAGE, MULTIPLE LINEAR REGRESSION AND NEURAL NETWORK.
  20. Joe, T. T., & Kamisan, N. A. B. (2022). Rainfall Forecasting with Time Series Model in Senai, Johor.
  21. Kamisan, N. A. B. (2021). Missing Values Imputation For Wind Speed. Applied Mathematics and Computational Intelligence (AMCI), 10, 319-327.
  22. Jaafar, N., Nor, S. R. M., Norrulashikin, S. M., Kamisan, N. A. B., & Mohamad, A. Q. (2022). Increase students’ understanding of mathematics learning using the technology-based learning. International Journal of Advanced Research in Future Ready Learning and Education, 28(1), 24-29.
  23. Abd Rahman, H., Khalid, Z. M., Ismail, N. M., Kamisan, N. A. B., Norrulashikin, S. M., Nor, S. R. M., … & Hamdan, M. F. (2022). Statistical Analysis on Students’ Evaluation and Students’ Final Exam Marks in Undergraduate Mathematical Courses at Universiti Teknologi Malaysia. International Journal of Advanced Research in Future Ready Learning and Education, 27(1), 1-8.

 

PUBLICATIONS IN 2021

  1. Kamisan, N.A.B., Lee, M.H., Hassan, S.F., Norrulashikin, S.M., Nor, M.E., Rahman, N.H.A. (2021). Forecasting wind speed data by using a combination of ARIMA model with single exponential smoothing. Mathematical Modelling of Engineering Problems, Vol. 8, No. 2, pp. 207-212. https://doi.org/10.18280/mmep.080206
  2. Mohammad Syazwan Mohd Sanusi, Ahmad Termizi Ramli, Suhairul Hashim,
    Muhammad Hisyam Lee. (2021). Radiological hazard associated with amang
    processing industry in Peninsular Malaysia and its environmental impacts. Ecotoxicology and Environmental Safety, Vol. 208. Article 111727. ISSN: 0147-6513.
    DOI: 10.1016/j.ecoenv.2020.111727. 2020 JCR Impact Factor: 6.291. Journal Ranking
    in JCR: Q1.
  3. Zakariya Yahya Algamal, Maimoonah Khalid Qasim, Muhammad Hisyam Lee, Haithem Taha Mohammad Ali. (2021). Improving grasshopper optimization algorithm for hyperparameters estimation and feature selection in support vector regression. Chemometrics and Intelligent Laboratory Systems. ISSN: 0169-7439. DOI: 10.1016/j.chemolab.2020.104196. 2020 JCR Impact Factor: 3.491. Journal Ranking in JCR: Q1.
  4. Muhammad Mashuri, Muhammad Ahsan, Muhammad Hisyam Lee, Dedy Dwi Prastyo, Wibawati. (2021). PCA-based Hotelling’s T^2 chart with fast minimum covariance determinant (FMCD) estimator and kernel density estimation (KDE) for network intrusion detection. Computer & Industrial Engineering, Volume 158, Article number 107447. ISSN: 0360-8352. DOI: 10.1016/j.cie.2021.107447. 2020 JCR Impact Factor: 5.431. Journal Ranking in JCR: Q1.
  5. Ishaq Adeyanju Raji, Muhammad Hisyam Lee, Muhammad Riaz, Mu’azu Ramat Abujiya and Nasir Abbas. (2021). A robust multivariate Shewhart chart for contaminated normal environments. Quality and Reliability Engineering International, 37: 2665-2684. DOI: 10.1002/qre.2882. ISSN: 0748-8017. 2020 JCR Impact Factor: 2.770. Journal Ranking in JCR: Q2. Early Access.
  6. Rashid Mehmood, Muhammad Hisyam Lee, Iftikhar Ali, Muhammad Riaz. (2021).
    Comparative analysis between FAR and ARL based control charts with runs rules. Hacettepe Journal of Mathematics and Statistics, 50(1): 275-288. ISSN: 1251-477X.
    DOI: 10.15672/hujms.758925. 2020 JCR Impact Factor: 0.929. Journal Ranking in
    JCR: Q3.
  7. Rashid Mehmood, Muhammad Hisyam Lee, Iftikhar Ali, Muhammad Riaz. (2021).
    Generalized Hotelling T-2 control chart based on bivariate ranked set techniques with runs rules. Transactions of the Institute of Measurement and Control, 43(10): Page 6 of 46
    2180-2195. ISSN: 0142-3312. DOI: 10.1177/0142331221992670. 2020 JCR Impact Factor: 1.796. Journal Ranking in JCR: Q3.
  8. Babar Zaman, Muhammad Riaz, Mu’azu Ramat Abujiya, Muhammad Hisyam Lee.
    (2021). Adaptive CUSUM location control charts based on score functions: An application in semiconductor wafer field. Arabian Journal for Science and Engineering. ISSN: 2193-567X. DOI: 10.1007/s13369-021-05878-z. 2020 JCR Impact Factor: 2.334. Journal Ranking in JCR: Q3. Early Access.
  9. Sarijan S, Azman S, Lee, M.H., Said, M.I.M. (2021). Poisson Regression Model to Determine Factors of Microplastic Ingestion by African Catfish. Malaysian Journal of Mathematical Sciences, 15(1): 137-146. ISSN: 1823-8343. Scopus.
  10. Aiedh Mrisi Alharthi, Muhammad Hisyam Lee, Zakariya Yahya Algamal. (2021). Gene selection and classification of microarray gene expression data based on a new adaptive L1-norm elastic net penalty. Informatics in Medicine Unlocked, 24, Article number 100622. ISSN: 2352-9148. DOI: 10.1016/j.imu.2021.100622. Scopus.
  11. Wahid, N. A. A., Suhaila, J. & Abd Rahman, H. (2021). Effect of climate factors on the incidence of hand, foot, and mouth disease in Malaysia: A generalized additive mixed model. Infectious Disease Modelling, 6, 997-1008. https://doi.org/10.1016/j.idm.2021.08.003. (Q1, IF: 2.24).

PUBLICATIONS IN 2020

  1. Zakariya Yahya Algamal, Maimoonah Khalid Qasim, Muhammad Hisyam Lee, Haithem Taha Mohammad Ali. (2020). High-dimensional QSAR/QSPR classification modeling based on improving pigeon optimization algorithm. Chemometrics and Intelligent Laboratory Systems. ISSN: 0169-7439. DOI:10.1016/j.chemolab.2020.104170. 2019 JCR Impact Factor: 2.985. Journal Ranking in JCR: Q1.
    Muhammad Ahsan, Muhammad Mahsuri, Muhammad Hisyam Lee, Heri Kuswanto, Dedy Dwi Prastyo. (2020). Robust Adaptive Multivariate Hotelling’s T2 Control Chart based on Kernel Density Estimation for Intrusion Detection System. Expert System with Applications, Vol. 145, Article 113105. DOI: 10.1016/j.eswa.2019.113105. ISSN: 0957-4174. 2019 JCR Impact Factor: 5.452. Journal Ranking in JCR: Q1.
  2. Rashid Mehmood, Muhammad Hisyam Lee, Iftikhar Ali, Muhammad Riaz, Shahid Hussain. (2020). Multivariate cumulative sum control chart and measure of process capability based on bivariate ranked set scheme. Computers & Industrial Engineering, Volume, Article number 106891. ISSN: 0360-8352. DOI: 10.1016/j.cie.2020.106891. 2019 JCR Impact Factor: 4.135. Journal Ranking in JCR: Q1.
  3. Ishaq Adeyanju Raji, Muhammad Hisyam Lee, Muhammad Riaz, Mu’azu Ramat Abujiya and Nasir Abbas. (2020). Outliers Detection Models in Shewhart Control Charts; An Application in Photolithography: A Semiconductor Manufacturing Industry. Mathematics, 8(5): Article number 857. ISSN: 2227-7390. DOI: 10.3390/MATH8050857. 2019 JCR Impact Factor: 1.747. Q1.
  4. Winita Sulandari, Subanar Subanar, Muhammad Hisyam Lee, Paulo Canas Rodrigues. (2020). Indonesian electricity load forecasting using singular spectrum analysis, fuzzy systems and neural networks, Energy, Volume 190, Article number 116408. DOI:10.1016/j.energy.2019.116408. ISSN: 0360-5442. 2019 JCR Impact Factor: 6.082. Journal Ranking in JCR: Q1. Page 7 of 46
  5. Babar Zaman, Muhammad Hisyam Lee, Muhammad Riaz, Mu’azu Ramat Abujiya (2019). An improved process monitoring by mixed multivariate memory control charts: An application in wind turbine field. Computer & Industrial Engineering, Volume 142, Article number 106343. ISSN: 0360-8352. DOI: 10.1016/j.cie.2020.106343. 2019 JCR Impact Factor: 4.135. Journal Ranking in JCR: Q1.
  6. Aiedh Mrisi Alharthi, Muhammad Hisyam Lee, Zakariya Yahya Algamal, Abdo M. AlFakih (2020). Quantitative structure-activity relationship model for classifying the diverse series of antifungal agents using ratio weighted penalized logistic regression. SAR and QSAR in Environmental Research, 30(6): 403-416. DOI:
    10.1080/1062936X.2020.1782467. ISSN: 1062-936X. 2019 JCR Impact Factor: 2.053. Journal Ranking in JCR: Q2.
  7. Zakariya Yahya Algamal, Maimoonah Khalid Qasim, Muhammad Hisyam Lee, Hafiz Tiomoko Ali. QSAR model for predicting neuraminidase inhibitors of influenza A viruses (H1N1) based on adaptive grasshopper optimization algorithm. SAR and QSAR in Environmental Research, 31(11): 803-814. DOI: 10.1080/1062936X.2020.1818616. ISSN: 1062-936X. 2019 JCR Impact Factor: 2.053. Journal Ranking in JCR: Q2.
  8. Muhammad Ahsan, Muhammad Mashuri, Wibawati, Hidayatul Khusna, Muhammad Hisyam Lee (2020). Multivariate Control Chart based on Kernel PCA for Monitoring Mixed Variable and Attribute Quality Characteristics. Symmetry, 12(11), 1838. DOI: 10.3390/sym12111838. ISSN: 2073-8994. 2019 JCR Impact Factor: 2.645. Journal Ranking in JCR: Q2.
  9. Rashid Mehmood, Muhammad Hisyam Lee, Ambreen Afzel, Sheraz Bashir, Muhammad Riaz. (2020). Generalized skewness correction structure of X-bar control chart for unknown process parameters and skewed probability distributions. Journal of Statistical Computation and Simulation, 90(8): 1349-1372 DOI:10.1080/00949655.2020.1725812. ISSN: 1563-5163. 2019 JCR Impact Factor: 0.918. Journal Ranking in JCR: Q3.
  10. Nur Haizum Abd Rahman, Muhammad Hisyam Lee. (2020). Air Pollutant Index Calendar-Based Graphics for Visualizing Trends Profiling and Analysis. Sains Malaysiana, 49(1): 201-209. DOI:10.17576/jsm-2020-4901-24. ISSN: 0126-6039. 2019 JCR Impact Factor: 0.643. Journal Ranking in JCR: Q4.
  11. Rashid Mehmood, Muhammad Hisyam Lee, Mujtaba Baqar, Muhammad Riaz. (2020). Application of Quality Control Charts for Early Detection of Flood Hazards. Polish Journal of Environmental Studies, 29(6): 4241-4248. DOI: 10.15244/pjoes/109028.
    ISSN: 1230-1485. 2018 JCR Impact Factor: 1.186. Journal Ranking in JCR: Q4.
  12. Nur Arina Bazilah, Muhammad Hisyam Lee, Abdul Ghapor Hussin, Yong Zulina Zubairi. (2020). Imputation Techniques for Incomplete Load Data Based on Seasonality and Orientation of the Missing Values. Sains Malaysiana, 49(1): 201-209. DOI: 10.17576/jsm-2020-4905-22. ISSN: 0126-6039. 2019 JCR Impact Factor: 0.643. Journal Ranking in JCR: Q4.
  13. Nur Haizum Abd Rahman, Muhammad Hisyam Lee. (2020). Artificial neural network forecasting performance with missing value imputations. IAES International Journal of Page 8 of 46 Artificial Intelligence, 9(1): 33-39. DOI: 10.11591/ijai.v9.i1.pp33-39. ISSN: 2089-4872. Scopus.
  14. Aiedh Mrisi Alharthi, Muhammad Hisyam Lee, Zakariya Yahya Algamal, Abdo M. AlFakih (2020). Weighted L1-norm logistic regression for gene selection of microarray gene expression classification. International Journal on Advanced Science, Engineering and Information Technology, 10 (4): 1483-1488. DOI: 10.18517/ijaseit.10.4.10907. ISSN: 2088-5334. Scopus
  15. Nurliyana Juhan, Yong Z. Zubairi, Zarina Mohd Khalid, AS Zuhdi. Risk Factors of Mortality Among Male Patients with Cardiovascular Disease in Malaysia Using Bayesian Analysis. Iranian Journal of Public Health (2020), Vol. 49 (9), pp. 1642 – 1649. https://doi.org/10.18502/ijph.v49i9.4080 (Q3; WoS).
  16. Nurliyana Juhan, Yong Z. Zubairi, Zarina Mohd Khalid, AS Zuhdi. A Comparison Between Bayesian and Frequentist Approach in the Analysis ff Risk Factors for Female Cardiovascular Disease Patients in Malaysia. Akademi Sains Malaysia (ASM) Science Journal (2020), Vol. 13, pp. 1 – 7. https://doi.org/10.32802/asmscj.2020.sm26(1.1) (Scopus).
  17. Nurmarni Athirah Abdul Wahid, Jamaludin Suhaila, Haliza Abd. Rahman, Seasonal pattern of Hand, Foot, and Mouth Disease in Malaysia using a generalized linear model, TRKU,ISSN: 04532198,Volume 62, Issue 07, August, 2020.

PUBLICATIONS IN 2019

  1. Nur Idayu Ah Khaliludin, Zarina Mohd Khalid and Haliza Abdul Rahman. On Estimate of Malaysian Mortality Rates Using Interpolation Methods. MATEMATIKA: Malaysian Journal of Industrial and Applied Mathematics (2019), Vol. 35 (2), pp. 177-186, Penerbit UTM Press, ISSN: 0127-8274, DOI: https://doi.org/10.11113/matematika.v35.n2.1169  (Q4; ESCI – Clarivate Analytics/WoS).
  2. Nurliyana Juhan, Zarina Mohd Khalid, Yong Z. Zubairi, AS Zuhdi and Wan Azman Wan Ahmad. Risk Factors of Cardiovascular Disease Among ST-Elevation Myocardial Infarction Male Patients in Malaysia from 2006 To 2013. Jurnal Teknologi (2019), 81(3), pp. 145-150, Penerbit UTM Press, ISSN: 0127-9696, DOI: https://doi.org/10.11113/jt.v81.12194 (Q2; Scopus)
  3. Daniel, Yahaya Shagaiya, Zainal Abdul Aziz, Zuhaila Ismail, Arifah Bahar, and Faisal Salah. “Slip role for unsteady MHD mixed convection of nanofluid over stretching sheet with thermal radiation and electric field.” Indian Journal of Physics (2019): 1-13.
  4. Mustafa, Shaymaa, Mohamad Darwish, Arifah Bahar, and Zainal Abdul Aziz. “Analytical modelling of well design in riverbank filtration systems.” Groundwater (2019).
  5. Zainal, Abdul Aziz, Arifah Bahar, Faisal Rasheed, and Shaymaa Mustafa. “Steady Flow of Johnson-Segalman Fluid Through Porous Medium Over An Inclined Plate.” Journal of Porous Media (2019)
  6. Rosli, Norhayati, Noor Amalina Nisa Ariffin, Yeak Su Hoe, and Arifah Bahar. “Stability Analysis of Explicit and Semi-implicit Euler Methods for Solving Stochastic Delay Differential Equations.” In Proceedings of the Third International Conference on Computing, Mathematics and Statistics (iCMS2017), pp. 179-186. Springer, Singapore, 2019.
  7. Zaman, Babar, Muhammad Hisyam Lee, and Muhammad Riaz. “An adaptive EWMA Chart with CUSUM accumulate error-based shift estimator for efficient process dispersion monitoring.” Computers & Industrial Engineering (2019).
  8. Al-Fakih, A. M., Z. Y. Algamal, M. H. Lee, M. Aziz, and H. T. M. Ali. “A QSAR model for predicting antidiabetic activity of dipeptidyl peptidase-IV inhibitors by enhanced binary gravitational search algorithm.” SAR and QSAR in Environmental Research (2019): 1-14.
  9. Sulandari, Winita, Subanar Subanar, Suhartono Suhartono, Herni Utami, and Muhammad Hisyam Lee. “Estimating the function of oscillatory components in SSA-based forecasting model.” International Journal of Advances in Intelligent Informatics 5, no. 1 (2019): 11-23.
  10. Al-Fakih, A. M., Z. Y. Algamal, M. H. Lee, M. Aziz, and H. T. M. Ali. “QSAR classification model for diverse series of antifungal agents based on improved binary differential search algorithm.” SAR and QSAR in Environmental Research(2019): 1-13.
  11. Khusna, Hidayatul, Muhammad Mashuri, Suhartono, Dedy Dwi Prastyo, Muhammad Hisyam Lee, and Muhammad Ahsan. “Residual-based maximum MCUSUM control chart for joint monitoring the mean and variability of multivariate autocorrelated processes.” Production & Manufacturing Research 7, no. 1 (2019): 364-394.

PUBLICATIONS IN 2018

  1. Nurliyana Juhan, Yong Z. Zubairi, Zarina Mohd Khalid and AS Zuhdi. Identifying Risk Factors for Female Cardiovascular Disease Patients in Malaysia: A Bayesian Approach. Matematika (2018), Special Issue, pp. 15 – 23, Penerbit UTM Press. (Q4; ESCI – Clarivate Analytics/WoS)
  2. Nurliyana Juhan, Yong Z. Zubairi, AS Zuhdi, Zarina Mohd Khalid, Wan Azman Wan Ahmad. Gender differences in mortality among ST elevation myocardial infarction patients in Malaysia from 2006 to 2013. Annals of Saudi Medicine, (2018), 38(1), pp. 1 – 7, ISSN: 0256-4947, DOI: https://doi.org/10.5144/0256-4947.2018.1 (JCR IF 2018: 0.808) (Q2, ISI & Scopus).
  3. Noh, Norshela Mohd, Arifah Bahar, and Zaitul Marlizawati Zainuddin. “Scenario Based Two-Stage Stochastic Programming Approach for the Midterm Production Planning of Oil Refinery.” Matematika , 34, no. 3 (2018): 45-55.
  4. David, Vincent Daniel, Arifah Bahar, and Zainal Abdul Aziz. “Transcritical Flow Over a Bump using Forced Korteweg-de Vries Equation.” Matematika , 34, no. 3 (2018): 179-187.
  5. Nor, Siti Rohani Mohd, Fadhilah Yusof, and Arifah Bahar. “Comparison of Stochastic Mortality Model for Wider Age Range.” Matematika, 34, no. 2 (2018): 227-233.
  6. Shaymaa, Mustafa, Zainal Abdul Aziz, Arifah Bahar, and Mohd Khairul Nizar Shamsuddin. “Modelling The Effect of Hydraulic Conductivity on One Dimensional Contaminant Transport in RBF System.” Matematika , 34, no. 2 (2018): 261-269.
  7. Siam, Fuaada Mohd, Michael Grinfeld, Arifah Bahar, Haliza Abdul Rahman, H. Ahmad, and Farhana Johar. “A mechanistic model of high dose irradiation damage.” Mathematics and Computers in Simulation , 151 (2018): 156-168.
  8. Nor, Siti Rohani Mohd, Fadhilah Yusof, and Arifah Bahar. “Multi-Population Mortality Model: A Practical Approach.” Sains Malaysiana , 47, no. 6 (2018): 1337-1347.
  9. Sulandari, Winita, Subanar Subanar, Suhartono Suhartono, Herni Utami, and Muhammad Hisyam Lee. “An Empirical Study of Error Evaluation in Trend and Seasonal Time Series Forecasting Based on SSA.” Pakistan Journal of Statistics and Operation Research 14, no. 4 (2018): 945-960.
  10. Setyowati, Endah, Novi Ajeng Salehah, Muhammad Hisyam Lee, Santi Puteri Rahayu, and Brodjol Sutijo Suprih Ulama. “A Hybrid Singular Spectrum Analysis and Neural Networks for Forecasting Inflow and Outflow Currency of Bank Indonesia.” In International Conference on Soft Computing in Data Science, pp. 3-18. Springer, Singapore, 2018.
  11. Prastyo, Dedy Dwi, Feby Sandi Nabila, Muhammad Hisyam Lee, Novri Suhermi, and Soo-Fen Fam. “VAR and GSTAR-Based Feature Selection in Support Vector Regression for Multivariate Spatio-Temporal Forecasting.” In International Conference on Soft Computing in Data Science, pp. 46-57. Springer, Singapore, 2018.
  12. Suhartono, Suhartono, Salafiyah Isnawati, Novi Ajeng Salehah, Dedy Dwi Prastyo, Heri Kuswanto, and Muhammad Hisyam Lee. “Hybrid SSA-TSR-ARIMA for water demand forecasting.” International Journal of Advances in Intelligent Informatics 4, no. 3 (2018): 238-250.

CONFERENCE PROCEEDINGS

  1. Hussin, Farah Nurain, H. A. Rahman, and A. Bahar. “Stochastic differential equation (SDE) model of opening gold share price of bursa saham malaysia.” In Journal of Physics: Conference Series, vol. 890, no. 1, p. 012134. IOP Publishing, 2017.
  2. Nor, Siti Rohani Mohd, Fadhilah Yusof, and Arifah Bahar. “Modelling lifetime data with multivariate Tweedie distribution.” In AIP Conference Proceedings, vol. 1842, no. 1, p. 030012. AIP Publishing, 2017.
  3. Aziz, Zainal Abdul, and Arifah Bahar. “The current scenario of industrial mathematics in Malaysia.” In AIP Conference Proceedings, vol. 1775, no. 1, p. 020001. AIP Publishing, 2016.
  4. Lazim, Nur Hashida Md, Haliza Abd Rahman, and Arifah Bahar. “Modification of two-step method in estimating the parameters of stochastic differential equation models.” In AIP Conference Proceedings, vol. 1750, no. 1, p. 060005. AIP Publishing, 2016.
  5. Oh Yit Leng, and Zarina Mohd Khalid. “A comparative study of mixture cure models with covariate.” In AIP Conference Proceedings, vol. 1842, no. 1, p. 030011. AIP Publishing, 2017.
  6. Oh Yit Leng & Zarina Mohd Khalid. A comparative study of a mixture cure model. Simposium Kebangsaan Sains Matematik ke-23, 24-26 November 2015, Pulai Springs Resort, Johor Bahru.
  7. Nurul Izzaty Mohd. Yunus, Haliza Abd. Rahman, Arifah Bahar, “Stochastic Modeling for River Pollution of Sungai Perlis”, AIP Conf. Proc. 1643, 366 (2015).
  8. Kho Chia Chen, Arifah Bahar, Ibrahim Lawal Kane, Chee-Ming Ting, Haliza Abd. Rahman, Madihah Salleh, “Estimation of Stochastic Volatility with Long Memory for Index Prices of FTSE Bursa Malaysia KLCI “, AIP Conference Proceedings 1643, 73(2015).
  9. Chin Wan Yoke & Zarina Mohd Khalid. Comparison of multiple imputation and complete-case in a simulated longitudinal data with missing covariate. AIP Conference Proceedings 1605, 918 (2014); doi: 10.1063/1.4887712. July 2014, ISBN: 978-0-7354-1241-5.
  10. Nor Hidayah Ismail & Zarina Mohd Khalid. EM Algorithm in estimating the 2- and 3-parameter Burr Type III distributions.AIP Conference Proceedings 1605, 881 (2014);doi: 10.1063/1.4887706. July 2014, ISBN: 978-0-7354-1241-5.
  11. Norhayati Rosli, Tawfiqullah Ayoubi, Arifah Bahar, Haliza Abd. Rahman, Madihah Salleh, “Stochastic growth logistic model with aftereffect for batch fermentation process”, AIP Conference Proceedings 1602, 1168(2014).
  12. Nor Hidayah Ismail & Zarina Mohd Khalid. Investigation of Burr Type XII Using Simulated Data. Proceedings of the 1st ISM International Conference 2012, 4 – 6 November 2012, Persada, Johor Bahru.
  13. Haliza Abd.Rahman, Arifah Bahar, Mohd.Khairul Bazli Mohd.Aziz, Norhayati Rosl “Parameter estimation of Lotka-Volterra Model : A Two Step Method”. 1-st ISM Online Proceedings 2012.
  14. Norhayati Rosli, Arifah Bahar, Yeak Su Hoe, Haliza Abd.Rahman, Madihah Salleh & Mohd.Khairul Bazli Mohd.Aziz “Stochastic Taylor Methods for Stochastic Delay Differential Equations”. 1-st ISM Online Proceedings 2012.
  15. Noraslinda Mohamed Ismail, Zarina Mohd Khalid & Norhaiza Ahmad. Estimating Proportional Hazards Model Using Frequentist and Bayesian Approaches. Regional Annual Fundamental Science Symposium 2011 (RAFSS 2011), 20-21 December 2011, Johor Bahru.
  16. Chin Wan Yoke & Zarina Mohd Khalid (2011). Estimating Log-logistic Survival Parameters Using Maximum Likelihood Estimation Approach. Proceedings of National Science Postgraduate Conference 2011 (NSPC 2011). 15-17 November 2011 Johor Bahru: Penerbit UTM, 221-227
  17. Chin Wan Yoke, Zarina Mohd Khalid & Ho Ming Kang. Analysis of Repeated Measures via simulation. SKSM19, 9-11 November 2011, UiTM Pulau Pinang.
  18. Oh Yit Leng & Zarina Mohd Khalid. A comparative study of maximum likelihood and Bayesian estimation approaches in estimating of Weibull cured model parameters. International Seminar on the Application of Science & Mathematics 2011, 1 – 3 November 2011, PWTC, KL.
  19. Chin Wan Yoke & Zarina Mohd Khalid. Joint Frailty Survival and Longitudinal models with missing values. Proceeding of Regional Annual Fundamental Science Symposium (RAFSS) 2010, Kuala Lumpur, 8-9 June 2010.
  20. Haliza Abd.Rahman, Arifah Bahar, Mohd.Khairul Bazli Mohd.Aziz, Norhayati Rosli, Madihah Salleh & Gerhard-Wilhelm Weber, “Levenberg-Marquardt Parameter Estimation of Stochastic Logistic Model”, Proceedings of ICORAFFSS 2009, 2-4 June 2009, The ZON Regency Hotel,Johor Bahru,Malaysia. ISSN 978-983-9805-75-8.
  21. Norhayati Rosli, Arifah Bahar, Yeak Su Hoe, Haliza Abd.Rahman, Madihah Salleh & Mohd.Khairul Bazli Mohd.Aziz, “The Performance of Euler Maruyama and 2-stage SRK in Approximating the Strong Solution of Stochastic Model”, Proceedings of ICORAFFSS 2009, 2-4 June 2009, The ZON Regency Hotel,Johor Bahru,Malaysia. ISSN 978-983-9805-75-8.(Poster Presentation).
  22. Mohd.Khairul Bazli Mohd.Aziz, Arifah Bahar, Madihah Salleh & Haliza Abd.Rahman, “Stochastic Growth of C.Acetobutylicum”,Proceedings of ICORAFFSS 2009, 2-4 June 2009,The ZON Regency Hotel,Johor Bahru,Malaysia. ISSN 978-983-9805-75-8.(Poster Presentation ).
  23. Mohd.Khairul Bazli Mohd.Aziz, Arifah Bahar, Madihah Salleh & Haliza Abd.Rahman, “Stochastic Growth of C.Acetobutylicum”,Proceedings of AMC 2009.
  24. Zarina Mohd Khalid & B. J. T. Morgan. Sensitivity of Compound Poisson Frailty Model Towards The Choice of Basic Intensity Functions. Proceeding of The 9th Islamic Countries Conference on Statistical Sciences 2007, pp. 1316 – 1331, Shah Alam, 12-14 Disember 2007.
  25. Zarina Mohd Khalid. Cross-sectional and Longitudinal Approaches in a Survival Mixture Model.  Programs & Abstracts of 2nd Int’l Conference on Mathematical Sciences, p. 89. Institute Ibnu Sina, UTM, 29-30 May 2007.
  26. Zairul Nor Deana Md Desa, Ismail Mohamad & Zarina Mohd Khalid. Statistical Approach on Grading the Students Achievement via Mixture Modeling. Programme & Abstracts of 2nd Int’l Conference on Mathematical Scieces, p. 109, Institute Ibnu Sina, UTM, 29-30 May 2007.
  27. Zarina Mohd Khalid & B. J. T. Morgan. Joint modeling of longitudinal and survival models. XXIInd International Biometrics Conference, 11-16 July 2004, Cairns Convention Centre, Australia.
  28. Zarina Mohd Khalid & B. J. T. Morgan. Survival Models with long-term survivors. International Biometrics Society British Region Conference, 16-18 September 2003, University of Reading, UK.

BOOK & BOOK CHAPTERS

  1. Siti Zulaikha Zulkefli, Haliza Abdul Rahman, Norazlina Ismail (2023). Economic Growth Contributed by Distributive Trade Sector,UTM.
  2. Zarina Mohd Khalid, et al. (2016) Introductory Statistics for Engineering Students. Penerbit UTM Press, in review.
  3. Noraslinda Mohamed Ismail, Zarina Mohd Khalid & Norhaiza Ahmad. Proportional Hazards Model using Frequentist and Bayesian Approaches. A book chapter in Statistical Modelling in Industrial and Applied Mathematics, 2014, pp. 19 – 44. Publisher: Penerbit UTM Press. ISBN 978-983-52-0991-8.
  4. Zarina Mohd Khalid & Chin Wan Yoke. Random-Effects Longitudinal Model. A book chapter inStatistical Modelling in Industrial and Applied Mathematics, 2014, pp. 89 – 104. Publisher: Penerbit UTM Press. ISBN 978-983-52-0991-8.
  5. “Parameter Estimation in Stochastic Differential Equations” by -W. Weber, P. Taylan, Z.-K. Görgülü, H. Abd. Rahman and A. Bahar corresponds to Chapter 50, pp 685-714 of Dynamics, Games and Science II, 2011. (ISBN: 978-3-642-14787-6). Lecture Module : Mathematical Statistics for Science Students Edition : 2008/2009.
  6. Zarina Mohd Khalid & Noryanti Muhammad (2008). MLE & Naïve EM Algorithm in the Estimation of Censored Survival Model Parameters: A Comparative Study. UTM Research Monograph.
  7. Arifah Bahar, Ismail Mohamad, Muhammad Hisyam Lee, Muhammad Fauzee Hamdan, Norazlina Ismail, Noraslinda Mohamed Ismail & Zarina Mohd Khalid (2007). Engineering Statistics Workbook, Department of Mathematics, UTM.
  8. Zarina Mohd Khalid (2005). Mathematical Statistics for Master Students, Department of Mathematics, UTM.
  9. Zarina Mohd Khalid (2005). Survival Modelling for Retinopathy in Type I Diabetes Mellitus. Unpublished Ph.D. Thesis. University of Kent, UK.
  10. Zarina Mohd Khalid (2005). 7 entries in Encyclopedia Science & Technology, UTM & DBP.
  11. Zarina Mohd Khalid (1998). Robust Regression Methods: Merits of the approaches and simulation by S-Plus. Unpublished M.Sc. Dissertation. University of Warwick, UK.