Dr. Nor Azuana Binti Ramli

 azuana@umpsa.edu.my

 094316703

IJAZAH KEDOKTORAN (DOCTORAL DEGREE)(2015)

Universiti Sains Malaysia


IJAZAH SARJANA (MASTERS DEGREE)(2010)

Universiti Putra Malaysia


IJAZAH SARJANA MUDA (BACHELOR DEGREE)(2008)

Universiti Teknologi Malaysia, Skudai





Biography

Nor Azuana Ramli is a senior lecturer in the Centre for Mathematical Sciences, Universiti Malaysia Pahang. She received her PhD from Universiti Sains Malaysia, Master in Innovation & Engineering Design from Universiti Putra Malaysia and BSc degree in Mathematical Industry from Universiti Teknologi Malaysia. Current research involving data analysis, machine learning, applied statistics and data mining.



Current Progress


Expertise

Statistics For Engineering

Other Mathematics And Statistics For Science And Engineering N.E.C.

VERY HIGH

Big Data

Other Mathematics And Statistics For Ict And Industries N.E.C.

MODERATE
No Code Subject
1 BSD4463 TIME SERIES ANALYSIS
2 BSD4593 INTERNET OF THINGS ANALYTICS
3 BSD4553 DEEP LEARNING
4 BSD4543 DEEP LEARNING
5 BUM2433 STATISTICS FOR MANAGEMENT
6 MSM4254 STATISTICAL MODELLING
7 BSD3734 DATA SCIENCE PROJECT II
8 BUM2413 APPLIED STATISTICS
9 BSD2343 DATA WAREHOUSING
10 MSM4244 DATA MINING
11 MSM4284 APPLIED MACHINE LEARNING
12 BSD3722 DATA SCIENCE PROJECT I
13 BSD3523 MACHINE LEARNING
14 BSD3724 DATA SCIENCE PROJECT II
No. Title Role Start Date End date Agency Grant Amount(RM) Status
1 Pembangunan Modul Pembelajaran Scratch Bagi Kemahiran Pengaturcaraan Untuk Pelajar Sekolah Rendah Di Daerah Kuantan Leader 01-NOV-2025 31-OCT-2026 INOVASI SOSIAL UNIVERSITI 10,000.00 On-Going
2 Artificial Intelligence Based Drone In Detecting Paddy Plant Diseases (Uic231524) Leader 01-DEC-2023 30-NOV-2024 PADANAN ANTARABANGSA 15,000.00 -
3 Artificial Intelligence Based Drone In Detecting Paddy Plant Disease (Rdu232714) Leader 01-DEC-2023 30-NOV-2024 ANTARABANGSA 15,000.00 -
4 Microservice-Oriented Big Data Architecture (Mobda) For The Smart Bus System In The Klang Valley Area Leader 01-OCT-2023 30-SEP-2026 FRGS 113,000.00 On-Going
5 Development Of A Predictive Algorithm For Heart Disease Using An Ensemble Of Logit Model And Nearest Neighbour Tree Method Based On Smartwatch Data Leader 25-APR-2021 24-APR-2023 GERAN DALAM 22,500.00 -
6 Scheduling Mechanism Of Adaptive Precision Irrigation Modelling Based On Evapotranspiration Effect Using Deep Learning And Reinforcement Learning Member 01-DEC-2025 30-NOV-2028 FRGS 135,800.00 On-Going
7 Technology-Enhanced Classroom: Implementing Chromecast And Apple Tv For Effective Teaching Member 15-DEC-2024 14-DEC-2025 PENGAJARAN DAN PEMBELAJARAN 22,000.00 On-Going
8 Elucidation Of A Hybrid Model Of Seasonal Box-Jenkins With An Ensemble Deep Learning Approach In Forecasting Electricity Demand Member 01-AUG-2024 31-JUL-2027 FRGS 118,100.00 On-Going
9 Digital Locker/Lemari Digital Member 01-MAR-2024 31-OCT-2024 TANPA PERUNTUKAN 0.00 -
10 Time Series Forecast Modeling For The Tourism Demand Using Stl Decomposition Based Lstm Model (Uic241506) Member 23-FEB-2024 22-FEB-2025 PADANAN ANTARABANGSA 10,000.00 On-Going
11 Prediction Of Waqf And Zakat In Malaysia By Using Ann-Lstm Method (Uic241507) Member 23-FEB-2024 22-FEB-2025 PADANAN ANTARABANGSA 15,000.00 On-Going
12 Time Series Forecast Modeling For The Tourism Demand Using Stl Decomposition Based Lstm Model (Rdu242705) Member 23-FEB-2024 22-FEB-2025 ANTARABANGSA 10,000.00 On-Going
13 Prediction Of Waqf And Zakat In Malaysia By Using Ann-Lstm Method (Rdu242706) Member 23-FEB-2024 22-FEB-2025 ANTARABANGSA 15,000.00 On-Going
14 Predicting Students Academic Performance Using Machine Learning In Universiti Malaysia Pahang Al-Sultan Abdullah Member 01-DEC-2023 30-NOV-2025 GERAN DALAM 27,000.00 On-Going
15 Intelligent Surveillance Via Cctv And Drones (Uic220831) Member 22-DEC-2022 21-DEC-2023 PADANAN INDUSTRI 20,000.00 -
16 Intelligent Surveillance Via Cctv And Drones (Rdu222411) Member 22-DEC-2022 21-DEC-2023 INDUSTRI 20,000.00 -
17 Developing Of A New Procedure On Seasonal Box-Jenkins Model With Garch-Type In Forecasting Electricity Load Member 23-DEC-2020 22-DEC-2022 PADANAN UNIVERSITI 20,000.00 -
No Project Customer Start Date End Date
1 Data Analytics Training Pahang Skills Development Centre 14-DEC-2022 20-DEC-2022
No Type Name Registration No File Date
No Description

* Data sehingga 11 April 2019

No Professional Bodies (Association/Other Association) Start Date End Date Level
1 LAIN-LAIN 18/05/2015 31/01/2071 null