Dr. Norizan Mohamed
Universiti Malaysia Terengganu, Malaysia
Associate Professor
Email: [email protected]
Qualifications
2011 Ph.D., Universiti Teknologi Malaysia, Malaysia
1996 M.Sc., Universiti Kebangsaan Malaysia, Malaysia
1995 B.Sc., Universiti Kebangsaan Malaysia, Malaysia
Publications (Selected)
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Melina, Sukono, Herlina Napitupulu and Norizan Mohamed. Investment risk forecasting model using extreme value theory approach combined with machine learning. AIMS Mathematics, 9(11), 33314-33352, 2024, Scopus Q2, WoS Q1.
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Melina, Asep Id Hadiana, Herlina Napitupulu, Mohamed, N. , Sukono, Ulya Nabilla, Valentina Adimurti Kusumaningtyas, Yulison Herry Chrisnanto. Comparative Analysis Of Time Series Foarecasting Models Using Rima And Neural Network Autoregression Methods. Barekeng: Journal Of Mathematics And Its Applications, 18(4), 2563-2576, 2024.
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Farah Ayuni Abdul Halim and Norizan Mohamed. Mathematical Modelling Of Factors For Medical Insurance Cost In The United States Using Robust Regression. Journal of Mathematical Sciences and Informatics. 4(1), 2024.
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Melina, Sukono, Herlina Napitupulu and Norizan Mohamed. Modelling of Machine Learning-Based Extreme Value Theory in Stock Investment Risk Prediction: A Systematic Literature Review. BIG DATA, 2024, Scopus Q1, WoS Q2.
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Nor Azlyn Ezura Hasmin and Norizan Mohamed. Forecasting Monthly Fish Landing in East Coast Peninsular Malaysia Using SARIMA and Artificial Neural Network. Journal of Mathematical Sciences and Informatics. 3(2), 2023, Google Scholar.
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Amiratul Shamsuddin and Norizan Mohamed. A Comparison of Predictive Modelling Techniques for Reducing Price Volatality in the Malaysia Sector. Journal of Mathematical Sciences and Informatics. 3(2), 2023, Google Scholar.
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Amira F Ahmad, N H A M Zaperi , Maharani A Bakar , Norizan Mohamed, and Nor Azlida Aleng. Machine learning on the post-vaccination Covid-19 prediction and on the vaccination sentiment analysis. AIP Conference Proceeding, 2746, 040005 (2023), Scopus, Q4.
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Norizan Mohamed, Maharani A Bakar, Siti Nurfarahanim Mohd Razali, Nur Khalisa Mazlan, Nurfarahin Idrus, Nor Azlida Aleng and Yusnita Yusof. Tourism forecasting using box-Jenkins SARIMA and artificial neural network (ANN) models: Case for outbound and inbound tourist in Malaysia. AIP Conference Proceeding, AIP Conf. Proc. 2746, 060020 (2023), Scopus, Q4.
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Melina, Sukono, Herlina Napitupulu and Norizan Mohamed. A Conceptual Model of Investment-Risk Prediction in the Stock Market Using Extreme Value Theory with Machine Learning: A Semisystematic Literature Review. RISKS (MDPI), 11(60), 1-24, 2023, Scopus Q1, WoS.
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Danang A. Pratamaa, Maharani A. Bakar, NurFadhilah Ibrahim, Ruwaidiah Idris and Norizan Mohamed. Physical restriction neural networks with restarting strategy for solving mathematical model of thermal hea tequation for early diagnose breast cancer. Results in Applied Mathematics 19 (2023) 1000384, Scopus Q2, WoS.
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Norizan Mohamed, Nur Ain Natasha Baharin, Nur Sabrina Mohamad Ikram, Nor Azlida Aleng, Maharani A. Bakar, Siti Madhihah Abd Malik, Nur Fadhilah Ibrahim, Miftahuddin. Application Of Robustm On Sea Surface Temperature Data In The Indian Ocean. JP Journal of Biostatistics, 23(2), 211-225, 2023, WoS.
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Miftahuddin, Ananda Pratama Sitanggang, Norizan Mohamed And Maharani A. Bakar. Modelling Indian Ocean Air Temperature Using Additive Model. Journal of Mathematical Sciences and Informatics. 2(1), 23-36, 2022, MyCitex.
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Mahdi Madhi and Norizan Mohamed. Improving GM(1,1) Model Performance Accuracy Based on the Combination of Optimized Initial and Background Values in Time Series Forecasting. Open Access Library Journal, Vol 9, 1-17, 2022, Google Scholar.
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Maharani A. Bakar, Norizan Mohamed, Danang A. Pratama, M. Fawwaz A. Yusran, Nor Azlida Aleng, Miftahudin & L. Niken (2022). A year covid-19 outbreak prediction in asean countries by using machine learning. Andriani, Y., Abdullah, M. T., & Amir, H. (Eds.), Preventive medicine of COVID-19 traditional local knowledge in Indone sia and Malaysia. (pp. 149-174). Penerbit UMT.
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Rehana Thalib, Maharani A. Bakar, See G. Bin, Lee Y. Yee, Yong S. Xia and Norizan Mohamed. Hybrid FDM-Stabilized Lanczos-type in Solving PDE Problems. Journal of Mathematical Sciences and Informatics, 1(1), 18-35, 2021.
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Siti Nor Zulaika Amran and Norizan Mohamed. Forecasting Electricity Supplied In Turkey Using Holtwinters’ Multiplicative Method And Artificial Neural Network (ANN) Models. Universiti Malaysia Terengganu Journal Of Undergeraduate Research, 3(3), 131-142, 2021, Google Scholar.
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Miftahuddin, Norizan Mohamed, Maharani. A. Bakar, Nur Shima, Fadhli and Ichsan Setiawan. Prediction of Rainfall Using ARIMA Mixed Models.Applied Mathematics and Computational Intelligence, 10(1), 101-126, 2021.
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Maharani A. Bakar, Norizan Mohamed, Danang A. Pratama, M. Fawwaz A. Yusran, Nor Azlida Aleng, Z. Yanuar and L. Niken. Modelling lock-down strictness for COVID-19 pandemic in ASEAN countries by using hybrid ARIMA-SVR and hybrid SEIR-ANN. Arab Journal of Basic and Applied Sciences, 28(1), 204-224, 2021, Scopus Q1.
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Miftahuddin, O. Fanny, S. Ichsan, Maharani Abu Bakar and Norizan Mohamed. Detection Of Missing Sea Surface Temperatures (SST) Data In The Indian Ocean. Jp Journal Of Biostatistics, 18(1), 51-66, 2021, WoS.
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Nor Azlida Aleng, Nyi Nyi Naing, Norizan Mohamed and Maharani Abu Bakar. An Alternative Algorithm Weighted MM-Estimation For Detection Of Outliers. Jp Journal Of Biostatistics. 17(2), 559-568, 2020, WoS.
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Nurfarahin Idrus and Norizan Mohamed. Forecasting The Number Of Airplane Passengers Using Box-Jenkins And Artificial Neural Network In Malaysia. Universiti Malaysia Terengganu Journal Of Undergeraduate Research,2(4), 89-100, 2020, Google Scholar.
Profile Details
https://orcid.org/0000-0001-9058-6153
https://scholar.google.com/citations?hl=en&user=1x45FNwAAAAJ
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