Symposium Master Project Business Intelligence and Humanity Governance (BIHG), Faculty of Artificial Intelligence, UTM Kuala Lumpur. Semester 1 2025 2026 – 7 January 2026

Together with the coordinator, Dr. Siti Amirah; Chairperson Dr Intan; Panel 1, Dr Shaliza (missing from the picture), Panel 2, me; and Panel 3, Dr Doris.

EUNICE NG HUI RONG
PSO-OPTIMIZED RESAMPLING FRAMEWORK USING MACHINE LEARNING FOR CLASS-IMBALANCED E-COMMERCE FRAUD DETECTION

PRAHVINAH SHRI MUNIYANDI
AUTOMATED CLASSIFICATION OF EMERGENCY DEPARTMENT DOCUMENT BY URGENCY USING MACHINE LEARNING APPROACH FOR MALAYSIAN HEALTHCARE

SELVENDROY A/L VEERATH THAMIL HARASAN
SUPPLY CHAIN RESILIENCE OF PETRONAS IN MALAYSIA : ANALYSING THE IMPACT OF GEOPOLITICAL AND COVID-19 DISRUPTIONS USING DEA AND SIMULATION MODELS

SHAI LI JIUN
PREDICTIVE ANALYTICS FOR RESIDENTIAL PROPERTY PRICE FORECASTING IN MALAYSIA USING MACHINE LEARNING

SHARMILA SANDRASAGRAN
CLASSIFICATION OF EPC SUPPLIER FOR CONTRACT SELECTION USING MACHINE LEARNING METHOD

SITI AISYAH BINTI ADI MINIF
A VISUAL ANALYTICS DASHBOARD FOR MENTAL HEALTH INDICATORS USING
MULTI DATASET

Data Quality Dimensions – Issues, Challenges and Possible Solutions from Pharmaceutical Company Case Study

Mas Munirah Master Project Supervision

Mas Munirah is an independent student. I think sometimes she is too independent when she is solo traveling to Japan, Bali and frequent Temerloh-KL. Working at Pharmaniaga, one of the prominent pharmaceutical company in Malaysia, she is intends to do research on something that will contribute back to the company – hence, she picks this topic.