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Home> FSK1000-FAKULTI KOMPUTERAN

TS. DR. ZURIANI BINTI MUSTAFFA

Contact No. : 094244734
Gender : FEMALE
Nationality : MALAYSIA
Current Positon : DS51-A-PENSYARAH UNIVERSITI
E-Mail : zuriani@ump.edu.my
 
ACADEMIC QUALIFICATION
. 2014 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNIVERSITI UTARA MALAYSIA
. 2011 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI UTARA MALAYSIA
. 2004 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA, SKUDAI
 
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL
ARTIFICIAL INTELLIGENCE -
7
SANGAT TINGGI
MACHINE LEARNING TIME SERIES PREDICTION
7
SANGAT TINGGI
PREDICTIVE ANALYTICS TIME SERIES PREDICTION
7
SANGAT TINGGI
SOFT COMPUTING -
7
SANGAT TINGGI
 
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS
Nbn Computer Centre TUTOR 01/02/2008 28/11/2008 SEMENTARA
Universiti Utara Malaysia RESEARCH ASSISTANT 01/08/2014 31/10/2014 SEMENTARA
   
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS
1. AN APPLICATION OF ARTIFICIAL INTELLIGENCE FOR ENHANCING CLASSIFICATION AND ANIME GENERATION FOR INNOVATIVE TECHNOLOGY SOLUTIONS Leader 15-FEB-2024 14-FEB-2025 Sedang Berjalan
2. TIME SERIES PREDICTION BASED ON MACHINE LEARNING OPTIMIZED BY BARNACLES MATING OPTIMIZER Leader 15-DEC-2022 14-DEC-2024 Sedang Berjalan
3. EVOLUTIONARY MATING ALGORITHM (EMA): A NEW ALGORITHM BASED ON THE MATING THEORY TO SOLVE CONSTRAINED OPTIMIZATION PROBLEMS Member 01-SEP-2022 31-AUG-2025 Sedang Berjalan
4. 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 Sedang Berjalan
5. A FUZZY SYSTEM BASED IMPROVED JAYA ALGORITHM METHOD FOR OPTIMIZATION OF INTRUSION DETECTION SYSTEMS Member 01-MAY-2022 30-APR-2024 Sedang Berjalan
6. FORMULATION OF A NEW MULTI-OBJECTIVE MODEL USING BARNACLES MATING OPTIMIZER (BMO) FOR IMAGE PROCESSING Member 10-NOV-2020 09-NOV-2022 Tamat (Perlu hantar laporan akhir)
7. AN IMPROVED SALP SWARM ALGORITHM FOR DENGUE OUTBREAK PREDICTION Leader 15-OCT-2019 14-OCT-2021 Tamat (Perlu hantar laporan akhir)
8. Exploration Enhancement of Barnacles Mating Optimizer (BMO) Algorithm for Solving Optimization Problems Member 01-SEP-2019 31-MAY-2022 Tamat (Perlu hantar laporan akhir)
9. A New Priority Rule Cloud Scheduling Technique That Utilizes Gaps to Increase the Efficiency of Jobs Distribution Member 01-SEP-2019 31-MAY-2022 Selesai (Mencapai Semua KPI)
10. Improved Salp Swarm Algorithm using Levy Probability Distribution for Time Series Prediction Leader 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI)
11. A New Hexagonal Lattice Structure in Kohonen's Supervised Neural Network Learning Algorithm for Dataset Classification Problem Member 01-JAN-2019 30-SEP-2021 Selesai (Tidak Mencapai KPI)
12. A New Embedding Technique based on Psychovisual Threshold for Robust and Secure Compressed Video Steganography Member 01-JAN-2019 30-SEP-2021 Selesai (Mencapai Semua KPI)
13. MODERN FUZZY MIN-MAX NEURAL NETWORK FOR PATTERN CLASSIFICATION Member 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI)
14. DENGUE OUTBREAK PREDICTION BASED ON COMPUTATIONAL INTELLIGENCE ALGORITHM Leader 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI)
15. Formulation of New Nature Inspired Algorithm Based on Barnacle Adhesion Behavior for Solving Optimization Problems Member 15-AUG-2017 14-AUG-2019 Selesai (Mencapai Semua KPI)
16. New Formulation of Power Dispatch Solution Based on Moth-Flame Optimizer for Power System Planning and Operation Member 15-AUG-2017 14-AUG-2019 Selesai (Tidak Mencapai KPI)
17. Development of Forecasting Model for New Tourism Product Demand in Malaysia Member 30-JUN-2017 29-JUN-2019 Selesai (Mencapai Semua KPI)
18. Spiking Neural Network for Anomaly Detection in Time Series Data Member 20-JUL-2016 19-JUL-2018 Tamat (Tutup Projek)
19. 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 Tamat (Tutup Projek)
20. Wireless Network Sensory Device for Real-time Water Level Monitoring and Prediction Member 25-JUN-2016 24-JUN-2018 Selesai (Mencapai Semua KPI)
21. A NEW PSYCHO VISUAL MASKING MODEL FOR ROBUST IMAGE WATERMARKING Member 25-MAY-2016 24-MAY-2018 Tamat (Tutup Projek)
22. Optimization of Least Squares Support Vector Machines based on Grey Wolf Optimizer for Time Series Predictive Analysis Leader 01-DEC-2015 30-NOV-2017 Selesai (Mencapai Semua KPI)
23. FLOOD MITIGATION MECHANISMS IN MINIMIZING FLOOD CALAMITIES�Flood Hazard Map (FHM) and early Flood Warning System (FWS) for Kuantan River Basin Member 25-NOV-2015 24-NOV-2017 Tamat (Tutup Projek)
24. Study of Nature Inspired Computing (NIC) Technique for Optimal Reactive Power Dispatch Problems Member 01-OCT-2015 30-SEP-2017 Tamat (Tutup Projek)
25. Computational Intelligence Techniques for Gold Price Forecasting Leader 25-DEC-2014 24-DEC-2016 Tamat (Tutup Projek)
   
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION
REFEREED PUBLICATION
CONFERENCE PAPER Improved Grey Wolf Optimization Algorithm for Overcurrent Relays Coordination 03/08/2018 Publish in IEEE indexed
JOURNAL Optimal Overcurrent Relays Coordination using an Improved Grey Wolf Optimizer 21/11/2018 Scopus indexed journa
JOURNAL A Review on Optimizing Least Squares Support Vector Machines for Time Series Forecasting 09/03/2016 70% - Member
JOURNAL Hybrid Metaheuristic Algorithm for Short Term Load Forecasting 01/01/2016 80% - Main author
JOURNAL An Application of Grey Wolf Optimizer for Commodity Price Forecasting 15/03/2015 80% - Main author
JOURNAL Price Predictive Analysis Mechanism utilizing Grey Wolf Optimizer-Least Squares Support Vector Machines 16/12/2015 80% - Main author
   

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