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 ENHANCED EVOLUTIONARY MATING ALGORITHM-FEED FORWARD NEURAL NETWORK BASED ON CAUCHY MUTATION STRATEGY FOR TIME SERIES PREDICTION Leader 01-AUG-2024 31-JUL-2027 Sedang Berjalan 2. FORMULATION OF A NEW MULTI-OBJECTIVE EVOLUTIONARY MATING ALGORITHM (MOEMA) FOR SOLVING MULTI-OBJECTIVE OPTIMIZATION PROBLEMS Member 01-AUG-2024 31-JUL-2026 Sedang Berjalan 3. AN APPLICATION OF ARTIFICIAL INTELLIGENCE FOR ENHANCING CLASSIFICATION AND ANIME GENERATION FOR INNOVATIVE TECHNOLOGY SOLUTIONS Leader 15-FEB-2024 14-FEB-2025 Sedang Berjalan 4. TIME SERIES PREDICTION BASED ON MACHINE LEARNING OPTIMIZED BY BARNACLES MATING OPTIMIZER Leader 15-DEC-2022 14-DEC-2024 Sedang Berjalan 5. 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 6. 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 7. A FUZZY SYSTEM BASED IMPROVED JAYA ALGORITHM METHOD FOR OPTIMIZATION OF INTRUSION DETECTION SYSTEMS Member 01-MAY-2022 30-APR-2024 Sedang Berjalan 8. 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) 9. AN IMPROVED SALP SWARM ALGORITHM FOR DENGUE OUTBREAK PREDICTION Leader 15-OCT-2019 14-OCT-2021 Selesai (Tidak Mencapai KPI) 10. Exploration Enhancement of Barnacles Mating Optimizer (BMO) Algorithm for Solving Optimization Problems Member 01-SEP-2019 31-MAY-2022 Tamat (Perlu hantar laporan akhir) 11. Improved Salp Swarm Algorithm using Levy Probability Distribution for Time Series Prediction Leader 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 12. 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) 13. 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) 14. 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) 15. DENGUE OUTBREAK PREDICTION BASED ON COMPUTATIONAL INTELLIGENCE ALGORITHM Leader 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI) 16. MODERN FUZZY MIN-MAX NEURAL NETWORK FOR PATTERN CLASSIFICATION Member 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI) 17. 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) 18. 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) 19. Development of Forecasting Model for New Tourism Product Demand in Malaysia Member 30-JUN-2017 29-JUN-2019 Selesai (Mencapai Semua KPI) 20. Spiking Neural Network for Anomaly Detection in Time Series Data Member 20-JUL-2016 19-JUL-2018 Tamat (Tutup Projek) 21. 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) 22. Wireless Network Sensory Device for Real-time Water Level Monitoring and Prediction Member 25-JUN-2016 24-JUN-2018 Selesai (Mencapai Semua KPI) 23. A NEW PSYCHO VISUAL MASKING MODEL FOR ROBUST IMAGE WATERMARKING Member 25-MAY-2016 24-MAY-2018 Tamat (Tutup Projek) 24. 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) 25. 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) 26. Study of Nature Inspired Computing (NIC) Technique for Optimal Reactive Power Dispatch Problems Member 01-OCT-2015 30-SEP-2017 Tamat (Tutup Projek) 27. 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