Deep Learning and Explainable AI for Wind Turbine Fault Detection and Prediction

Research on Machine-Learning-Based Largescale Exact Algorithm for Vehicle Routing Problem.

Safe Adaptation of Foundation Large Language Models for Clinical Information Extraction in Aged Care: Evaluating Optimal Methods

Exploring the Dissemination of Situational Information on Twitter during the COVID-19 Pandemic

Deep Learning Based Microatoll Detection From Drone Images

Machine Learning Based Defect Detection in Robotic Wire Arc Additive Manufacturing

Advancing Deep Learning Methods for Long-Tailed Image Recognition

CSCI446 Big Data Analytics

CSCI464 Computational Intelligence

Deciphering Agitation in Elderly Care: An Analytical Approach Using Large Language Models Llama 2

Inter-Modality Fusion Based Attention for Zero-Shot Cross-Modal Retrieval

Learning Deep SPD Visual Representation for Image Classification

Bridging Domain Gap for Transfer Learning on Visual Tasks

Text-Based Guidance for Improved Image Retrieval on Archival Image Dataset

Dataset-Driven Instance Image Retrieval

Deep feature based symmetric positive definite representations for image recognition

Per-voxel Prediction on Medical Images via Deep Neural Networks

A computational framework for host-pathogen protein-protein interactions

Single and multichannel speech source separation using non-negative matrix factorisation incorporating spectral masks

Deep Learning based Image Retrieval with Weight Learning and Diffusion Modelling

Object-based image classification and retrieval with deep feature representations

Developing Advanced Methods for Covariance Representations in Computer Vision

Vision-based smoke detection.

Developing AI Frameworks for Decision Coordination and Lesion Detection in Cancer Management

Exploring opportunities for research and monitoring of Australian recreational fisheries.