Publication
2021
Salleh WMNHW*, Shaharudin SM, (2021). Multivariate statistical analysis of the essential oils of five Beilschmiedia species from Peninsular Malaysia. Latin American and Caribbean Bulletin of Medicinal and Aromatic Plants. [Q4; IF 0.50] PDF Accepted
Fuad MFM, Shaharudin SM*, Ismail S, Samsudin NAM, Zulfikri MF, (2021). Comparison of singular spectrum analysis forecasting algorithms for student’s academic performance during COVID-19 outbreak. International Journal of Advanced Technology and Engineering Exploration. [SCOPUS]
Shakri NM, Salleh WMNH*, Shaharudin SM (2021). Review on Malaysian goniothalamus essential oils and their comparative study using multivariate statistical analysis. Natural Volatiles & Essential Oils. Badebio Biotechnololgy Ltd. [SCOPUS]
Samsudin MS*, Azid A, Rani NLA, Yusof KMKK, Shaharudin SM, Yunus K, Razik MA, Sidik, Rozar NM (2021). Evidence of recovery from the restriction movement order by Mann Kendall during the COVID-19 pandemic in Malaysia. Journal of Sustainability Science and Management. [SCOPUS]
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Mat Nor SMC, Shaharudin SM*, Ismail S, Kismiantini. (2021). A RPCA-Based Tukey's Biweight for Clustering Identification on Extreme Rainfall Data. Environment and Ecology Research. [SCOPUS]
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Samat NA*, Sapri NAM, Mahmud A, Shaharudin SM. (2021). Comparison of Rural and Urban Contraceptive Methods Preferences among Married Women in Malaysia, 2018. Environment and Ecology Research. [SCOPUS]
Shaharudin SM*,Ismail S, Samsudin MS, Azid A, Tan ML & Basri MAA. (2021). Prediction of Epidemic Trends in COVID-19 with Mann-Kendall and Recurrent Forecasting-Singular Spectrum Analysis. Sains Malaysiana. [Q4 0.643]
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Zulfikri MF, Shaharudin SM*, Rajak NAA, Ibrahim MS. (2021). Predictive Analytics on Academic Performance in Higher Education Institution during COVID-19 using Regression Model. International Journal of Biology and Biomedical Engineering. [SCOPUS]
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Shaharudin SM*, Ismail S, Hassan NA, Tan ML, Sulaiman NAF. (2021). Short-Term Forecasting of Daily Confirmed Cases in Malaysia using RF-SSA Model. Frontiers in Public Health. [Q2; IF 2.483]
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Shaharudin SM*, Mat Nor SMC, Tan ML, Samsudin MS, Azid A, Ismail S. (2021). Spatial Torrential Rainfall Modelling in Pattern Analysis Based on Robust PCA Approach. Polish Journal of Environmental Studies.
[Q4; IF 1.383]
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Othman SF, Zainuddin NH*, Shaharudin SM, Muhamad SL, Binatari N, Mohd KFA. (2021). Propagation System for Predicting the Arrival Guest in Malaysia. Review International Geographical Education.
[SCOPUS]
Shaharudin SM*, Rajak NA, Samat NA, Md. Junus NW, Mohamed NS. (2021). A Validation Study of The Early Childhood Care and Education In-Service Carer-Educators Instrument. Review of International Geographical Education. [SCOPUS]
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Tan ML*, Tew YL, Chun KP, Samat N, Shaharudin SM, Mahamud MA, Tangang F.T. (2021) Improvement of the ESA CCI Land cover maps for water balance analysis in tropical regions: A case study in the Muda River Basin, Malaysia. Journal of Hydrology: Regional Studies. [Q1; IF 5.12]
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Othman SF, Zainuddin NH*, Shaharudin SM, Tarmizi RA, Mohamed NA, Romli N, Muhamad Safiih L, Andayani S, Hafizulddin WMWH. (2021). The Effect of Aggregating Bootstrap on the Accuracy of Neural Network System for Islamic Investment Prediction. Universal Journal of Accounting and Finance.
[SCOPUS]
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Tan ML, Shaharudin SM*, Samat N, Tew YL, Mahamud MA. (2021). Discovering Dependence of COVID-19 On Weather Variables in Malaysia. Turkish Journal of Physiotherapy and Rehabilitation.
[SCOPUS]
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Samsudin NAM, Shaharudin SM*, Sulaiman NAF, Fuad MFM, Zulfikri MFZ, Zainuddin NH. Modelling Student's Academic Performance During Covid-19 based on Classification in Support Vector Machine. Turkish Journal of Computer and Mathematics Education. [SCOPUS]
2020
Mohamed NS*, Mamat M, Rivaie M, Shaharudin SM (2020). A new hyhbrid coefficient of conjugate gradient method. Indonesian Journal of Electrical Engineering and Computer Science. [SCOPUS]
Shaharudin SM*, Ahmad N, Nor SMCM (2020). A modified correlation in principal component analysis for torrential rainfall patterns identification. IAES International Journal of Artificial Intelligence.
[SCOPUS]
Shaharudin SM*, Ismail S,Tan ML, Mohamed NS, Sulaiman NAF (2020). Predictive modelling of Covid-19 Cases in Malaysia based on Recurrent Forecasting-Singular Spectrum Analysis Approach. International Journal of Advanced Science and Technology. [SCOPUS]
Shaharudin SM*, Andayani S, Kismiantini, Binatari N, Kurniawan A, Basri MAA, Zainuddin NH (2020). Imputation methods for addressing missing data of monthly rainfall in Yogyakarta, Indonesia. International Journal of Advanced Science and Technology. [SCOPUS]
Sulaiman NAF, Shaharudin SM*, Zainuddin NH, Najib SAM (2020). Improving support vector machine rainfall classification accuracy based on kernel parameters optimization for statistical downscaling approach. International Journal of Advanced Science and Technology. [SCOPUS]
Shaharudin SM*, Ahmad N, Mohamed NS, Aziz N (2020). Performance analysis and validation of modified singular spectrum analysis based on simulation torrential rainfall data. International Journal of Advanced Science Engineering Information Technology. [SCOPUS]
Aziz N*., Zain Z., Jamaludin AF, Shaharudin SM (2020). Performance comparison of group chain sampling plan and modified group chain sampling plan based on mean product lifetime for rayleigh distribution. International Journal of Advanced Science and Technology. [SCOPUS]
Nor SMCM, Shaharudin SM*, Ismail S, Zainuddin NH (2020). A comparative study of different imputation methods for daily rainfall data in east-coast Peninsular Malaysia. Bulletin of Electrical Engineering and Informatics. [SCOPUS]
Shaharudin SM*, Rajak NA, Junus NWM, Samat NA (2020). Development and Validation of Early Childhood Care and Education Pre- Service Lecturer Instrument. International Journal of Evaluation and Research in Education (IJERE). [SCOPUS]
Shakri NM, Salleh WMNHW*, Khamis S, Ali NAM, Shaharudin SM, (2020). Chemical composition of the essential oils of four Polyalthia species from Malaysia. Zeitschrift für Naturforschung C-A Journal of Bioscience. [Q4; IF 1.194] PDF Accepted
Mohamed NSM*, Ahmmad SNZ, Aleng NA, Saipol HFS, Shaharudin SM (2020). Pattern analysis of corona virus disease (Covid-19)-outbreak in Malaysia. Journal of Advanced Research in Dynamical and Control Systems. [SCOPUS]
Imdad M*, Jacob DW, Mahdin H, Baharum Z, Shaharudin SM, Azmi MS (2020). Internet of things (IoT); security requirements, attacks and counter measures. Indonesian Journal of Electrical Engineering and Computer Science. [SCOPUS]
Shaharudin SM*, Ahmad NS, Mohamed NS, Mahdin H (2020). Fitting statistical distribution of extreme rainfall data for the purpose of simulation. Indonesian Journal of Electrical Engineering and Computer Science. [SCOPUS]
2019
Shaharudin SM*, Rajak NA, Samat NA, Junus NWM, Rahman NHA (2019). Development and Validation of Early Childhood Care and Education In- Service Carers-Educator Instrument. International Journal of Innovative Technology and Exploring Engineering. [SCOPUS]
Shaharudin SM*, Ismail S, Nor SMCM, Ahmad N (2019). "An efficient method to improve the clustering performance using hybrid robust principal component analysis-spectral biclustering in rainfall patterns identification. IAES International Journal of Artificial Intelligence. [SCOPUS]
Shaharudin SM*, Ahmad N, Zainuddin NH (2019). Modified Singular Spectrum Analysis in Identifying Rainfall Trend Over Peninsular Malaysia. Indonesian Journal of Electrical Engineering and Computer Science. [SCOPUS]
Shaharudin SM, Ahmad N (2019). Classification of Daily Torrential Rainfall Patterns Based on a Robust Correlation Measure. International Journal of Advanced Science and Technology.
Mohamed NS*, Mamat M, Rivaie M, Shaharudin SM (2019). A comparison on classical-hybrid conjugate gradient method under exact line search. International Journal of Advances in Intelligent Informatics. [SCOPUS]
Zainuddin NH, Lola MS, Shaharudin SM, Mohamed NA (2019). Empirical Study of Sukuk Investment Forecasting Using Artificial Neural Network Base Algorithm. International Journal of Innovations in engineering and Technology (IJIET).
2018
Mohamed NS*, Mamat M, Rivaie M, Shaharudin SM (2018). Global Convergence of a New Coefficient Nonlinear Conjugate Gradient Method. Indonesian Journal of Electrical Engineering and Computer Science. [SCOPUS]
Shaharudin SM*, Ahmad N, Zainuddin NH, Mohamed NS (2018). Identification of Rainfall Patterns on Hydrological Simulation Using Robust Principal Component Analysis. Indonesian Journal of Electrical Engineering and Computer Science. [SCOPUS]
Samsudin MS*, Azid A, Khalit SI, Shaharudin SM, Lananan F, Juahir H (2018). Pollution Sources Identification of Water Quality using Chemometrics: a Case Study in Klang River Basin, Malaysia. International Journal of Engineering & Technology.
Samsudin MS*, Azid A, Khalit SI, Shaharudin SM, Lananan F, Juahir H (2018). Assessment of Seasonal and Spatial Surface Marine Water Quality Variation in Semerak River Estuary, Malaysia. International Journal of Engineering & Technology.