Lightweight and Mobile Artificial Intelligence and Immersive Technologies in Aviation
Visual Computing for Industry, Biomedicine, and Art
View Publication ↗Scholarly Contributions
Publications
Explore my research publications spanning artificial intelligence, aviation safety, machine learning, natural language processing, healthcare analytics, and interdisciplinary computational research.
Selected Research Outputs
Journal Articles
Does the Choice of Topic Modeling Technique Impact the Interpretation of Aviation Incident Reports? A Methodological Assessment
Technologies
View Publication ↗Deep Learning Approaches for Classifying Aviation Safety Incidents: Evidence from Australian Data
AI
View Publication ↗Semantic Topic Modeling of Aviation Safety Reports: A Comparative Analysis Using BERTopic and PLSA
Aerospace
View Publication ↗Explainable Supervised Learning Models for Aviation Predictions in Australia
Aerospace
View Publication ↗Natural Language Processing for Aviation Safety: Predicting Injury Levels from Incident Reports in Australia
Modelling
View Publication ↗A Systematic Review of Machine Learning Analytic Methods for Aviation Accident Research
Sci
View Publication ↗A Multi-Head Attention-Based Transformer Model for Predicting Causes in Aviation Incidents
Modelling
View Publication ↗Predicting 30-Day Mortality After an Acute Coronary Syndrome (ACS) Using Machine Learning Methods for Feature Selection, Classification and Visualisation
Sains Malaysiana
View Publication ↗International Conferences
Conference Proceedings
Transformer-Based Deep Learning for Flight Phase Classification in ATSB Aviation Safety Reports
AIAA AVIATION Forum
View Publication ↗Utilizing AI for Aviation Post-Accident Analysis Classification
AIAA AVIATION Forum and ASCEND
View Publication ↗Is BERTopic Better than PLSA for Extracting Key Topics in Aviation Safety Reports?
International Conference on Artificial Intelligence and Machine Learning (AIMLA)
View Publication ↗Classification of Operational Records in Aviation Using Deep Learning Approaches
International Conference on Pervasive Computing Technologies (ICPCT)
View Publication ↗Analyzing Aviation Safety Narratives with LDA, NMF and PLSA: A Case Study Using Socrata Datasets
RMKMATE
View Publication ↗Applications of Natural Language Processing in Aviation Safety: A Review and Qualitative Analysis
AIAA SciTech Forum
View Publication ↗Comparative Analysis of Topic Modeling Techniques on ATSB Text Narratives Using Natural Language Processing
IEEE International Conference for Innovation in Technology (INOCON)
View Publication ↗Comparative Study of Deep Learning Architectures for Textual Damage Level Classification
IEEE SPIN
View Publication ↗Impact of Latent Space Dimension on IoT Botnet Detection Performance: VAE-Encoder versus ViT-Encoder
IEEE International Conference for Innovation in Technology (INOCON)
View Publication ↗Preserving Seasonal and Trend Information: A Variational Autoencoder-Latent Space Arithmetic Based Approach for Non-Stationary Learning
IEEE Region 10 Symposium (TENSYMP)
View Publication ↗Exploring Aviation Incident Narratives Using Topic Modeling and Clustering Techniques
IEEE Region 10 Symposium (TENSYMP)
View Publication ↗Phase of Flight Classification in Aviation Safety Using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset
International Conference on High Performance Big Data and Intelligent Systems (HDIS)
View Publication ↗Natural Language Processing and Deep Learning Models to Classify Phase of Flight in Aviation Safety Occurrences
IEEE Region 10 Symposium (TENSYMP)
View Publication ↗Topic Modeling Analysis of Aviation Accident Reports: A Comparative Study between LDA and NMF Models
IEEE International Conference on Smart Generation Computing (SMART GENCON)
View Publication ↗Aviation Safety Enhancement via NLP & Deep Learning: Classifying Flight Phases in ATSB Safety Reports
IEEE Global Conference on Information Technologies and Communications (GCITC)
View Publication ↗Impact of Dataset Size & Data Source on Aviation Safety Incident Prediction Models with Natural Language Processing
IEEE Global Conference on Information Technologies and Communications (GCITC)
View Publication ↗IoT Botnet Detection: Application of Vision Transformer to Classification of Network Flow Traffic
IEEE Global Conference on Information Technologies and Communications (GCITC)
View Publication ↗Sequential Classification of Aviation Safety Occurrences with Natural Language Processing
AIAA AVIATION Forum
View Publication ↗Additional Scholarly Contributions
Conference Abstracts
Preliminary Study on Application of Machine Learning Method in Predicting Survival Versus Non-Survival After Myocardial Infarction in Malaysian Population
International Journal of Cardiology, Vol. 273, p. 8
View Publication ↗Additional Scholarly Contributions
Book Chapters
Ecosystem Monitoring Through Predictive Modeling
Encyclopedia of Bioinformatics and Computational Biology, Elsevier, Vol. 3, pp. 1–8
View Publication ↗