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Article

Ahmad Jazli, Abdul Rahman and Nor Azuana, Ramli (2024) Flood prediction using artificial neural networks: A case study in Temerloh, Pahang. Qeios (TUZ29Y). pp. 1-13. ISSN 2632-3834. (Published)

Aini Azman, Aiman Saifullah and Ramli, Nor Azuana (2020) Design of power over wi-fi rectifier circuit for IoT based sensor application through simulation. International Journal of Engineering Technology And Sciences (IJETS), 7 (2). pp. 94-105. ISSN 2289-697X. (Published)

Anupriya, S. and Nor Azuana, Ramli and Awalin, L. J. (2023) Comparison of recurrent neural network and long-short term memory technique in predicting mortality rate in Malaysia. Data Analytics and Applied Mathematics (DAAM), 4 (1). pp. 30-39. ISSN 2773-4854. (Published)

Arya, Suraj and Anju, . and Nor Azuana, Ramli (2024) Predicting the stress level of students using supervised machine learning and artificial neural network (ANN). Indian journal of Engineering, 21 (56). pp. 1-24. ISSN 2319-7765. (Published)

Awalin, Lilik J. and Syahirah, Abd Halim and Jafferi, Jamaludin and Nor Azuana, Ramli (2021) Wide area measurement system in the IEEE-14 bus system using multiobjective shortest path algorithm for fault analysis. International Journal of Advanced Computer Science and Applications (IJACSA), 12 (9). pp. 96-101. ISSN 2158-107X. (Published)

Awalin, Lilik J. and Syahirah, Abd Halim and Syahiman, . and Nor Azuana, Ramli and Naidu, Kanendra and Bazilah, Ismail and Wani, Rosli and Ibrahim, Ali (2022) Dynamic modeling of power network-integrated wind turbine. Wind Engineering. pp. 1-14. ISSN 2048-402X. (Published)

Awalin, Lilik Jamilatul and Syahirah, Abd Halim and Nor Azuana, Ramli and Jafferi, Jamaluddin and Mohd Syukri, Ali (2022) Wide area monitoring system control management of the IEEE-14 bus system using least square support vector regression. Indonesian Journal of Electrical Engineering and Computer Science, 27 (2). pp. 780-792. ISSN 2502-4752. (Published)

Farhan Arshad, Mohamad Rai’zuddin and Ramli, Nor Azuana and Ab Rashid, Nuryasmin (2022) Analysis of Malaysia’s future talents using time series. Mathematics and Computational Sciences, 3 (1). pp. 1-12. ISSN 9772442284003. (Published)

M. Shapi, Mel Keytingan and Nor Azuana, Ramli and Awalin, Lilik J. (2021) Energy consumption prediction by using machine learning for smart building: Case study in Malaysia. Developments in the Built Environment, 5 (100037). pp. 1-14. ISSN 2666-1659. (Published)

Mat Zain, Siti Nur Syamimi and Ramli, Nor Azuana and Adnan, Rose Adzreen (2022) Customer sentiment analysis through social media feedback: A case study on telecommunication company. International Journal of Humanities Technology and Civilization, 7 (2). pp. 54-61. ISSN 2600-8815 (Online) 2289-7216 (Printed). (Published)

Md Azam, Muhammad Nadzmi and Ramli, Nor Azuana (2022) Reported malicious codes incident within Malaysia’s landscape: Time series modelling and a timeline analysis. Advanced Data Science and Intelligence Analytics, 2 (2). pp. 1-16. ISSN 97724422680003. (Published)

Mohd Haziq, Abdul Hadi and Nor Azuana, Ramli and Islam, Q. U. I. (2023) Predicting Bitcoin and Ethereum prices using long short-term memory and gated recurrent unit. Data Analytics and Applied Mathematics (DAAM), 4 (2). pp. 8-17. ISSN 2773-4854. (Published)

Mohd Syafiq Asyraf, Suhaimi and Nor Azuana, Ramli and Noryanti, Muhammad (2024) Heart disease prediction using ensemble of k-nearest neighbour, random forest and logistic regression method. AIP Conference Proceedings, 2895 (1). pp. 1-10. ISSN 0094-243X. (Published)

Mohd Syafiq Asyraf, Suhaimi and Nor Azuana, Ramli and Noryanti, Muhammad (2024) A Review on Predictive Model for Heart Disease using Wearable Devices Datasets. Applied Mathematics and Computational Intelligence, 13 (2). pp. 100-112. ISSN 2289-1315. (Published)

N. H., A. Rahman and Sahimel Azwal, Sulaiman and Nor Azuana, Ramli (2023) The development of a predictive model for students’ final grades using machine learning techniques. Data Analytics and Applied Mathematics (DAAM), 4 (1). pp. 40-48. ISSN 2773-4854. (Published)

Book Chapter

Nor Azuana, Ramli and Mel Keytingan, M. Shapi (2022) Building energy management. In: Control of Smart Buildings: An Integration to Grid and Local Energy Communities. Studies in Infrastructure and Control (1). Springer, Springer Singapore, pp. 37-73. ISBN 978-981-19-0374-8

Nor Azuana, Ramli and Pratondo, Agus and Sahimel Azwal, Sulaiman and Wan Nur Syahidah, Wan Yusoff and Noratikah, Abu (2024) Detection of paddy plant diseases using google teachable machine. In: Recent Advances on Soft Computing and Data Mining: Proceedings of the Sixth International Conference on Soft Computing and Data Mining (SCDM 2024), August 21-22, 2024. Lecture Notes in Networks and Systems, 1078 . Springer, Berlin, Germany, 360 -369. ISBN 978-303166964-4

Conference or Workshop Item

Alia Yasmin, Nor Saidi and Nor Azuana, Ramli and Noryanti, Muhammad and Lilik Jamilatul, Awalin (2021) Power outage prediction by using logistic regression and decision tree. In: Journal of Physics: Conference Series; Simposium Kebangsaan Sains Matematik ke-28 (SKSM28) , 28 - 29 July 2021 , Kuantan, Pahang. pp. 1-10., 1988 (1). ISSN 1742-6596 (Published)

Bahirah, Mohd Bashah and Ku Muhammad Naim, Ku Khalif and Nor Azuana, Ramli (2022) Classification of cervical cancer using random forest. In: The 6th National Conference for Postgraduate Research (NCON-PGR 2022) , 15 November 2022 , Virtual Conference, Universiti Malaysia Pahang, Malaysia. p. 57.. (Published)

J. Awalin, Lilik and Syahirah, Abdul Halim and Nor Azuana, Ramli (2023) Fault distance calculation considering sequence impedance values on the distribution network. In: AIP Conference Proceedings. International Conference on Advanced Technology and Multidiscipline (ICATAM) 2021 , 13 - 14 October 2021 , Surabaya, Indonesia. , 2536 (030015). ISSN 0094-243X ISBN 978-0-7354-4442-3 (Published)

Muhammad ‘Arif, Mohd Anuwa and Nor Azuana, Ramli and Mohd Zaid Waqiyuddin, Mohd Zulkifli (2023) Car logo recognition using YOLOv8 and microsoft azure custom vision. In: 4th International Conference on Data Analytics for Business and Industry, ICDABI 2023 , 25 - 27 October 2023 , Bahrain. 477 -481.. ISBN 979-835036978-6 (Published)

N.H., Abdul Rahman and Sahimel Azwal, Sulaiman and Nor Azuana, Ramli (2022) A review on machine learning techniques used for students’ performance prediction. In: The 6th National Conference for Postgraduate Research (NCON-PGR 2022) , 15 November 2022 , Virtual Conference, Universiti Malaysia Pahang, Malaysia. p. 119.. (Published)

Nor Azuana, Ramli and Awalin, Lilik J. and Mohd Fairuz, Abdul Hamid (2022) Sustainable approach for building energy optimization based on occupant’s behavior. In: Proceedings of Malaysian Technical Universities Conference on Engineering and Technology (MUCET) 2021. 12th Malaysian Technical Universities Conference on Engineering and Technology (MUCET) 2021 , 16 - 18 November 2021 , Virtual Conference. pp. 89-90.. ISSN 2948-4413 (Published)

Nurul Farhanah, Isha and Nor Azuana, Ramli and Qistina Batrisyia, Azman Shah (2024) Design and implementation of public data warehouse. In: AIP Conference Proceedings. 4th International Conference On Applied & Industrial Mathematics and Statistic 2023 (ICoAIMS 2023): Mathematics and Statistics for Technological Society , 22–24 August 2023 , Pahang, Malaysia. pp. 1-10., 3128 (030009). ISBN 978-0-7354-4957-2 (Published)

Nurul Farzana, Ahmad Mahmud and Nor Azuana, Ramli (2021) Hybrid classification method to detect the presence of human in a smart building environment. In: 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI) , 26 - 27 October 2020 , Sakheer, Bahrain. pp. 1-5.. ISBN 9781728196756 (Published)

Rosfarahanun, Ali and Nor Azuana, Ramli and Awalin, Lilik J. (2020) Analysis on power outage by using big data analytics. In: 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020 , 26 - 27 October 2020 , Sakheer, Bahrain. pp. 1-6. (9325605). ISBN 9781728196756 (Published)

UMPSA News

Nor Azuana, Ramli (2023) Industrial Talk Data Warehouse Practice on Cloud and on Premise. PSM News .