Education
Academic Background-
Ph.D. Multimedia University, Melaka, Malaysia Information Technology | Completed: 2017
Publications (46)
Selected Scholarly Contributions
A Counterfactual-Enabled Agricultural Decision Support Framework for Sustainability-Aware Groundnut Yield Prediction Using Bayesian-Optimized XGBoost
2026
MythoBiLLM: BiLSTM-Guided Parameter-Efficient Fine-Tuning of Large Language Models for Coherent Summarization and Generation of Indian Mythological Texts
2026
Analysis of Automated Melanoma Detection Utilizing Machine Learning and Deep Learning Techniques: A Review
2026
Assessing the Impact of Ghost Car Attacks on Traffic Flow in Vehicular Ad Hoc Networks
2026
A Distributed Generative–Probabilistic Framework for Scalable Intrusion Detection in Smart Farming IoT Networks
2026
2025
Development and Evaluation of LPWAN-Based Flood Monitoring and Warning System: Assessing Communication Range, Signal Quality, and Alert Mechanisms
2025
2025
Managing flash flood crises with cultural perspectives: A user-centric feature identification study
2025
Ganoderma Disease in Oil Palm Trees Using Hyperspectral Imaging and Machine Learning
2025
2025
Advancement in driver drowsiness and alcohol detection system using internet of things and machine learning
2025
2025
IoT-enabled Edge Impulse approach for heat stress prediction in outdoor settings
2025
ECG-based transfer learning for cardiovascular disease: A scoping review
2025
Fog-Aware Hierarchical Autoencoder with Density-Based Clustering for AI-Driven Threat Detection in Smart Farming IoT Systems
2025
Decision-Making Framework for the Utilization of Generative Artificial Intelligence in Education: A Case Study of ChatGPT
2024
2024
Visitor Experience Map and NFC-Based Scoring for Data-Driven Exhibition Enhancement
2024
An integrative decision-making framework to guide policies on regulating ChatGPT usage
2024
Agriculture 5.0 and Explainable AI for Smart Agriculture: A Scoping Review
2024
Heat stroke prediction: a perspective from the internet of things and machine learning approach
2024
Prioritizing Ethical Conundrums in the Utilization of ChatGPT in Education through an Analytical Hierarchical Approach
2024
Transfer learning for improved electrocardiogram diagnosis of cardiac disease: exploring the potential of pre-trained models
2024
Heart Rate Arrhythmia Identification with Internet of Things and Machine Learning
2024
2023
Comparative performance study of HC-12, nRF24L01, and XBee for vehicular communication
2023
2023
2023
Application and growth of long-range communications technology in vehicular communications
2023
Lane change decision aid and warning system using LoRa-based vehicle-to-vehicle communication technology
2023
IoT Raspberry Pi Based Smart Parking System with Weighted K-Nearest Neighbours Approach
2023
Lane change decision aid and warning system using LoRa-based vehicle-to-vehicle communication technology
2023
2023
Comparative Study of Machine Learning Algorithms in Classifying HRV for the Driver’s Physiological Condition
2023
A scoping review on current technology-based approaches to support breastfeeding and informal human milk exchange practices
2023
2023
2023
Advances of vehicular ad hoc network using machine learning approach
2023
2023
2022
2022
2021
Driver perceptions of advanced driver assistance systems: A case study
2021
2021
Customer churn prediction for telecommunication industry: A Malaysian Case Study
2021