Ts. Dr. Zuriani Binti Mustaffa

 zuriani@umpsa.edu.my

 094315562

IJAZAH KEDOKTORAN (DOCTORAL DEGREE)(2014)

Sains Komputer

Universiti Utara Malaysia


IJAZAH SARJANA (MASTERS DEGREE)(2011)

Teknologi Maklumat

Universiti Utara Malaysia


IJAZAH SARJANA MUDA (BACHELOR DEGREE)(2004)

Sains Komputer

Universiti Teknologi Malaysia, Skudai





Biography

Ts. Dr. Zuriani Mustaffa is an expert in machine learning, optimization, and time series predictive analysis. She earned her Bachelor's degree in Computer Science (Software Engineering) from Universiti Teknologi Malaysia (UTM), followed by a Master's and Ph.D. in Computer Science from Universiti Utara Malaysia. With a strong foundation in computational techniques, she has contributed to the development of practical models in these areas. Currently, she is actively publishing research in well-regarded, peer-reviewed journals indexed in Web of Science (WoS) and Scopus. Her work focuses on optimizing algorithms for predictive analysis to solve real-world problems using data-driven approaches. In addition, she currently supervises PhD and Master's students, guiding them in their research projects. She has also secured both internal and international grants to support her research endeavors.



Current Progress


Expertise

-

Soft Computing

VERY HIGH

Computer Science

Predictive Analytics

VERY HIGH

Computing

Artificial Intelligence

VERY HIGH

Time Series Prediction

Machine Learning

VERY HIGH

Time Series Prediction

Performance, Evaluation And Optimisation

VERY HIGH
No Code Subject
1 DCS1053 PROGRAMMING TECHNIQUES
2 DCI1013 PROBLEM SOLVING
3 DCS2143 WEB PROGRAMMING
4 BCC3024 UNDERGRADUATE PROJECT II
5 BCC3012 UNDERGRADUATE PROJECT I
6 BCI1023 PROGRAMMING TECHNIQUES
7 BCI1103 COMPUTER PROGRAMMING
8 BCS2203 WEB APPLICATION DEVELOPMENT
9 BCI1143 PROBLEM SOLVING
10 BCI1033 PROGRAMMING TECHNIQUES
11 DCI1023 PROGRAMMING TECHNIQUES
12 BCI3293 EMERGING TECHNOLOGY
No. Title Role Start Date End date Agency Grant Amount(RM) Status
1 An Enhanced Evolutionary Mating Algorithm-Feed Forward Neural Network Based On Cauchy Mutation Strategy For Time Series Prediction Leader 01-AUG-2024 31-JUL-2027 FRGS 121,800.00 On-Going
2 An Application Of Artificial Intelligence For Enhancing Classification And Anime Generation For Innovative Technology Solutions Leader 15-FEB-2024 14-FEB-2025 ANTARABANGSA 14,352.00 On-Going
3 Time Series Prediction Based On Machine Learning Optimized By Barnacles Mating Optimizer Leader 15-DEC-2022 14-DEC-2024 GERAN DALAM 26,750.00 -
4 An Improved Salp Swarm Algorithm For Dengue Outbreak Prediction Leader 15-OCT-2019 14-OCT-2021 PGRS 3,100.00 -
5 Improved Salp Swarm Algorithm Using Levy Probability Distribution For Time Series Prediction Leader 01-SEP-2019 31-MAY-2022 FRGS 65,800.00 -
6 Dengue Outbreak Prediction Based On Computational Intelligence Algorithm Leader 15-APR-2018 14-JUL-2020 GERAN DALAM 23,050.00 -
7 Optimization Of Least Squares Support Vector Machines Based On Grey Wolf Optimizer For Time Series Predictive Analysis Leader 01-DEC-2015 30-NOV-2017 RAGS 35,900.00 -
8 Computational Intelligence Techniques For Gold Price Forecasting Leader 25-DEC-2014 24-DEC-2016 GERAN DALAM 12,500.00 -
9 Enhanced Deep Convolutional Neural Network (Cnn) Model For Crop Disease Detection In Field Conditions Member 01-NOV-2025 31-OCT-2027 ANTARABANGSA 29,400.00 On-Going
10 Study On Hybrid Solar-Grid -Energy Storage Optimization And Prediction Based On Artificial Intelligence For Residential Building (Uic250826) Member 01-SEP-2025 31-AUG-2027 PADANAN INDUSTRI 20,000.00 On-Going
11 Study On Hybrid Solar-Grid -Energy Storage Optimization And Prediction Based On Artificial Intelligence For Residential Building (Rdu252410) Member 01-SEP-2025 31-AUG-2027 INDUSTRI 20,000.00 On-Going
12 Formulation Of A New Multi-Objective Evolutionary Mating Algorithm (Moema) For Solving Multi-Objective Optimization Problems Member 01-AUG-2024 31-JUL-2026 FRGS 65,500.00 On-Going
13 Evolutionary Mating Algorithm (Ema): A New Algorithm Based On The Mating Theory To Solve Constrained Optimization Problems Member 01-SEP-2022 31-AUG-2025 FRGS 119,000.00 On-Going
14 Distributed Mpc For Load Frequency Control Of Wind-Integrated Multi-Area Power Systems Based On An Improved Salp Swarm Algorithm Member 15-JUL-2022 14-JUL-2024 PENYELIDIKAN UNGGUL 44,500.00 On-Going
15 A Fuzzy System Based Improved Jaya Algorithm Method For Optimization Of Intrusion Detection Systems Member 01-MAY-2022 30-APR-2024 GERAN DALAM 29,000.00 -
16 Formulation Of A New Multi-Objective Model Using Barnacles Mating Optimizer (Bmo) For Image Processing Member 10-NOV-2020 09-NOV-2022 GERAN DALAM 20,350.00 -
17 Exploration Enhancement Of Barnacles Mating Optimizer (Bmo) Algorithm For Solving Optimization Problems Member 01-SEP-2019 31-MAY-2022 FRGS 68,700.00 -
18 A New Priority Rule Cloud Scheduling Technique That Utilizes Gaps To Increase The Efficiency Of Jobs Distribution Member 01-SEP-2019 31-MAY-2022 FRGS 71,800.00 -
19 A New Embedding Technique Based On Psychovisual Threshold For Robust And Secure Compressed Video Steganography Member 01-JAN-2019 30-SEP-2021 FRGS 59,950.00 -
20 A New Hexagonal Lattice Structure In Kohonen'S Supervised Neural Network Learning Algorithm For Dataset Classification Problem Member 01-JAN-2019 30-SEP-2021 FRGS 59,200.00 -
21 Modern Fuzzy Min-Max Neural Network For Pattern Classification Member 15-APR-2018 14-JUL-2020 GERAN DALAM 35,700.00 -
22 Formulation Of New Nature Inspired Algorithm Based On Barnacle Adhesion Behavior For Solving Optimization Problems Member 15-AUG-2017 14-AUG-2019 FRGS 50,000.00 -
23 New Formulation Of Power Dispatch Solution Based On Moth-Flame Optimizer For Power System Planning And Operation Member 15-AUG-2017 14-AUG-2019 FRGS 52,600.00 -
24 Development Of Forecasting Model For New Tourism Product Demand In Malaysia Member 30-JUN-2017 29-JUN-2019 GERAN DALAM 20,000.00 -
25 Spiking Neural Network For Anomaly Detection In Time Series Data Member 20-JUL-2016 19-JUL-2018 GERAN DALAM 20,690.00 -
26 An Enhanced Algorithm Of A Hybrid Newton Strength Competitive Genetic Algorithm For In Silico Multi-Objective Optimization Of Biochemical System Production Member 29-JUN-2016 28-JUN-2018 GERAN DALAM 25,800.00 -
27 Wireless Network Sensory Device For Real-Time Water Level Monitoring And Prediction Member 25-JUN-2016 24-JUN-2018 GERAN DALAM 20,000.00 -
28 A New Psycho Visual Masking Model For Robust Image Watermarking Member 25-MAY-2016 24-MAY-2018 GERAN DALAM 22,000.00 -
29 Flood Mitigation Mechanisms In Minimizing Flood CalamitiesFlood Hazard Map (Fhm) And Early Flood Warning System (Fws) For Kuantan River Basin Member 25-NOV-2015 24-NOV-2017 GERAN DALAM 150,000.00 -
30 Study Of Nature Inspired Computing (Nic) Technique For Optimal Reactive Power Dispatch Problems Member 01-OCT-2015 30-SEP-2017 GERAN DALAM 20,825.00 -
No Project Customer Start Date End Date
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 Institute of Electrical and Electronics Engineers 01/01/2018 31/12/2018 ANTARABANGSA
2 MALAYSIA BOARD OF TECHNOLOGIST (MBOT) 26/04/2025 26/04/2026 KEBANGSAAN