ProfessorDouglas Creighton
Deakin Distinguished Professor and Director, IISRI
Faculty of Science Engineering and Built Environment/Institute for Intelligent Systems Research and Innovation
Orcid identifier0000-0002-9217-1231 (opens in a new tab)
- Deakin Distinguished Professor and Director, IISRIFaculty of Science Engineering and Built Environment/Institute for Intelligent Systems Research and Innovation
- +61 3 522 72179 (Work)
- Geelong Waurn Ponds Campus, 75 Pigdons Road, Waurn Ponds, Victoria 3216
TEACHING ACTIVITIES
- CURRENT DOCTORAL SUPERVISIONSynthesising Community-Generated Causal Loop Diagrams Using Natural Language Processing
- CURRENT DOCTORAL SUPERVISIONThe role of immersive technologies in improving the efficiency of future repair engineers towards Industry 5.0.
- CURRENT DOCTORAL SUPERVISIONAutomated Mental Stress Quantification Using Electroencephalogram-Based Brain Connectivity Patterns
- CURRENT DOCTORAL SUPERVISIONUncertainty-Based Quantum Deep Learning for Medical Data Analysis
- COMPLETED DOCTORAL SUPERVISIONSimulation-based Learning for Control of Complex Conveyor Networks
- COMPLETED DOCTORAL SUPERVISIONDigital Elevation Model and Satellite Imagery Based Bushfire Simulation
- COMPLETED DOCTORAL SUPERVISIONTowards parameterless 3D mesh segmentation
- COMPLETED DOCTORAL SUPERVISIONThree Dimensional Mechanical Modelling and Analysis of Embryos Microinjection
- COMPLETED DOCTORAL SUPERVISIONAn Algebraic Framework for Multimodal Image Fusion
- COMPLETED DOCTORAL SUPERVISIONConstruction and Optimisation of Prediction Intervals for Neural Network Models
- COMPLETED DOCTORAL SUPERVISIONQuantifying Heteroskedasticity Metrics
- COMPLETED DOCTORAL SUPERVISIONStudy of Electrical Usage and Demand of the Container Terminal
- COMPLETED DOCTORAL SUPERVISIONTowards an efficient haptic rendering using data-driven modeling
- COMPLETED DOCTORAL SUPERVISIONPedestrian Steering Behaviour Modelling within the Built Environment
- COMPLETED DOCTORAL SUPERVISIONExtending Scheduling Algorithms to Minimise the Impact of Bounded Uncertainty Using Interval Programming
- COMPLETED DOCTORAL SUPERVISIONSuper-resolution of 3-dimensional Scenes
- COMPLETED DOCTORAL SUPERVISIONHaptic Control Methodologies for Rover Teleoperation in Non-deterministic Remote Environments
- COMPLETED DOCTORAL SUPERVISIONInput and Output Analysis of Complex Conveyor Networks
- COMPLETED DOCTORAL SUPERVISIONResponding to human full-body gestures embedded in motion data streams through machine learning and memory
- COMPLETED DOCTORAL SUPERVISIONComputational Intelligence-based Traffic Signal Timing Optimization
- COMPLETED DOCTORAL SUPERVISIONPrediction interval-based modelling and control of nonlinear processes
- COMPLETED DOCTORAL SUPERVISIONNamed Entity Recognition in Unstructured Text
- COMPLETED DOCTORAL SUPERVISIONSupervised Learning for Labelling Human Body with Attached Props
- COMPLETED DOCTORAL SUPERVISIONInference of Resource-based Simulation Models from Process Event-log Data
- COMPLETED DOCTORAL SUPERVISIONSolving Computational Bottleneck of Interval Type-2 Fuzzy Systems