| A Community Centred Data Aggregation Model
|
Vincent Lee, Yen Cheung, Chan Cheah
|
18 or 24
|
Clayton
|
| A Community Centred Governance Model
|
Vincent Lee, Yen Cheung, Chan Cheah
|
18 or 24
|
Clayton
|
| A fast deeplearning framework for multiple scene analyses
|
Asad Khan, Y. Ahmet Sekercioglu (Heudiasyc France)
|
18 or 24
|
Clayton
|
| A Predictive Cyber Security Cost Model for Financial Services Sector
|
Vincent Lee
|
24
|
Clayton
|
| Adaptive Genetic Algorithms in Search-Based Software Engineering
|
Aldeida Aleti
|
18 or 24
|
Clayton
|
| Advanced Visualisation for Constraint Propagation and Search
|
Guido Tack, Chris Mears
|
24
|
Caulfield
|
| Aerospace data visualisation of 3D vector fields
|
Maxime Cordeil, Tobias Czauderna (FIT), Callum Atkison (Eng)
|
18 or 24 (Honours only)
|
Clayton
|
| Agile Smart Grid Architecture
|
Vincent Lee, Ariel Liebman
|
24
|
Clayton
|
| Algorithm analysis techniques to improve Integer Programming solvers
|
Pierre Le Bodic
|
18 or 24
|
Caulfield
|
| Algorithms to predict outcome from clinical data in lupus | Hieu Nim, Alberta Hoi, Eric Morand (Monash Health) | 18 or 24 | Clayton |
| MML time series and Bayesian nets with discrete and continuous attributes
|
David Dowe
|
24
|
Clayton
|
| Applying Lean to Distribution
|
Yen Cheung, Vincent Lee,
Rabi Gunaratnam (Timstock Ltd)
|
24
|
Clayton
|
| Automatic Sound Generation and Recognition
|
Gopal Gupta
|
18 or 24
|
Clayton
|
| Bayesian regression for binary data: probit versus logistic | Daniel Schmidt | 18 or 24 | Clayton |
| Beating the World Record on Freight Transport Problems
|
Mark Wallace, Richard Kelly
|
18 or 24
|
Caulfield
|
| Big Data in Education: Learning Analytics using Data Mining
|
Chris Messom
|
18 or 24
|
Caulfield
|
| Big Data Processing: An Industry Case Study with the Railway Institute
|
Assoc Prof David Taniar
|
18 or 24
|
Clayton
|
| Can managers effectively use business analytics
|
David Arnott, Caddie Gao
|
18
|
Caulfield
|
| Change-point Detection in Hand Movement Data
|
Ingrid Zukerman, Jason Friedman (Tel Aviv University), Andisheh Partovi
|
18 or 24
|
Clayton
|
| Clear text in JPEGs
|
Lachlan Andrew |
18 or 24
|
Clayton/
Caulfield
|
| Clustering and Association Analysis for Identifying Technology & Process Innovation Potentials
|
Vincent Lee and Yen Cheung
|
24
|
Clayton
|
| Clustering of DNA sequences to identify DNA-binding sites
|
David Dowe, Mirana Ramialison (Australian Regenerative Medical Institute, or ARMI) |
18 or 24
|
Clayton
|
| Constructing Knowledge Graph for Android: Analyses and Applications | Li Li | 18 or 24 | Clayton |
| Creating an extensible framework for automated solving of cryptic crosswords using machine learning and natural language techniques
|
Robyn McNamara, David Squire
|
18 or 24
|
Clayton
|
| Creation of an automated pipeline to monitor and visualise the performance of LC-MS/MS systems | Tobias Czauderna, Michael Wybrow, Ralf Schittenhelm (Monash Biomedical Proteomics Facility) | 18 or 24 | Clayton |
| Deep Learning for Playing Games |
Reza Haffari
|
18 or 24
|
Clayton
|
| Defend Adversarial Example Attacks on Neural Networks | Carsten Rudolph, Shuo Wang | 24 | Clayton |
| Democratising Big Data: Public Interactive Displays of Sustainability Data
|
Lachlan Andrew, Tim Dwyer, Ariel Liebman, Geoff Webb
|
24
|
Clayton
|
| Detection of interesting patterns via the duality of user/message metadata on Twitter
|
Marc Cheong
|
18 or 24
|
Clayton
|
| Does virtualisation save energy
|
Lachlan Andrew
|
18
|
Clayton
|
| Eco Campus App Database
|
David Taniar, David Albrecht, Nancy Van Nieuwenhove (Biology), Gerry Rayner (Biology)
|
18 or 24
|
Clayton
|
| Econometric, statistical and financial time series modelling using MML
|
David Dowe, Farshid Vahid
|
24
|
Clayton
|
| Effects of automation on employment and society
|
David Dowe
|
18 or 24
|
Clayton
|
| Efficiency and effectiveness of Incremental Mutation Analysis
|
Robert Merkel
|
18 or 24
|
Clayton
|
| Encrypted Database System
|
Ron Steinfeld, Joseph Liu and David Taniar
|
18 or 24
|
Clayton
|
| ERP in the Cloud by SMEs
|
Sue Foster
|
18 or 24
|
Caulfield
|
| Estimating high dimensional linear regression models using Bayesian inference | Daniel Schmidt | 18 or 24 | Clayton |
| Evolutionary Dynamics on Graphs | Jon McCormack | 18 or 24 | Caulfield |
| Experiments with Topic Models using Side Information | Wray Buntine | 18 | Clayton |
| Exploring data management platforms for “big data”
|
Maria Indrawan-Santiago
|
24
|
Caulfield
|
| Extended Database Normalisation Using MML
|
David Dowe and Nayyar Zaidi
|
18 or 24
|
Clayton
|
| Extending the ERP system beyond the organisational boundaries
|
Sue Foster
|
18 or 24
|
Caulfield
|
| Film production: how far can constraints go?
|
Maria Garcia de la Banda, Chris Mears, Guido Tack, Mark Wallace
|
18 or 24
|
Caulfield
|
| Finding Monash's heating and cooling costs
|
Lachlan Andrew, Geoff Webb, Tim Dwyer, Ariel Liebman
|
24
|
Clayton
|
| Finding useful associations in data
|
Geoff Webb
|
24
|
Clayton
|
| Fluid visual interfaces for exploring graph databases
|
Tim Dwyer
|
18 or 24
|
Caulfield/
Clayton
|
| Galactic archaeology using Minimum Message Length
|
David Dowe and Prof. John Lattanzio
|
18 or 24
|
Clayton
|
| Game theoretical models of reputation dynamics
|
Julian Garcia
|
24 (Honours only)
|
Clayton
|
| Generation-Y: What do they think about Mobile Payment?
|
Mahbubur Rahim
|
24
|
Caulfield
|
| Georectification of old maps |
Bernie Jenny
|
18 or 24
|
Clayton
|
| (Google) Maps Databases
|
David Taniar
|
18 or 24
|
Clayton
|
| Graduated dot maps |
Bernie Jenny
|
18 or 24
|
Clayton
|
| Graph layout for SBGN Entity Relationship maps | Tobias Czauderna, Michael Wybrow | 18 or 24 | Clayton |
| How close are they? Conflict of interest in Academia
|
Lachlan Andrew
|
24
|
Clayton
|
| Immersive geovisualisation |
Bernie Jenny
|
18 or 24
|
Clayton
|
| Immersive Visualisation for In-Situ Maintenance | Barrett Ens, Arnaud Prouzeau and Tim Dwyer | 18 or 24 | Caulfield |
| Improving autonomous guidance within BB-8™ rolling droid by adding higher
|
Asad Khan, Richard Spindler (LateralBlast), David Hellewell (Intel Australia)
|
18 or 24
|
Clayton
|
| Indoor Robot Navigation | Patrick Hutchings and Jon McCormack | 24 | Caulfield |
| Inference of ecological species distribution models
|
David Dowe and Prof. Lewi Stone (RMIT)
|
18 or 24
|
Clayton
|
| Intelligent Real-time Activities Recognition
|
Vincent Lee, Clifton Phua
|
24
|
Clayton
|
| Interpretable non-linear modelling using Bayesian additive regression | Daniel Schmidt | 18 or 24 | Clayton |
| Investigating into Continuous Opinion Dynamics for Innovation Support System
|
Vincent Lee
|
24
|
Clayton
|
| Investigation of Cryptographic Code Obfuscation
|
Ron Steinfeld
|
18 or 24
|
Clayton
|
| Is cyber-crime operation cost predictable?
|
Vincent Lee & Jianneng Cao (I2R, Singapore)
|
18 or 24
|
Clayton
|
| Learning from non-stationary distributions
|
Geoff Webb
|
18 or 24
|
Clayton
|
| Learning from Very Large Data
|
Geoff Webb
|
24
|
Clayton
|
| Learning which predictors are important in a linear regression using minimum message length | Daniel Schmidt | 18 or 24 | Clayton |
| Machine learning algorithms in “face icon maker” system for semantic and sentiment analysis of social network data
|
Vincent Lee & Yen Cheung
|
18 (Minor thesis only)
|
Clayton
|
| Measuring inpatient acuity in General Medicine using EMRs (Electronic medical record) | Yen Cheung, Evan Newnham (Eastern Health) | 24 | Clayton |
| Measuring the performance of multi-objective optimisation algorithms
|
Aldeida Aleti
|
18 or 24
|
Clayton
|
| MML inference of SVMs, DEs, time series, etc.
|
David Dowe
|
18 or 24
|
Clayton
|
| MML inference of systems of differential equations
|
David Dowe
|
24
|
Clayton
|
| Mobile App for injury surveillance in Cricket
|
Asad Khan and Naj Soomro (Faculty of Medicine, Nursing and Health Sciences & CricDoc Pvt. Ltd.)
|
18 or 24
|
Clayton
|
| Multi-class classification with Bayesian Networks | Wray Buntine | 18 | Clayton |
| Multitouch Interactive Parameter Search for a Visual Agent-based Model of Bee Foraging
|
Alan Dorin, Michael Wybrow, Nic Geard, Adrian Dyer
|
24
|
Clayton
|
| Music Database Processing
|
David Taniar
|
18 or 24
|
Clayton
|
| Natural Interaction Methods for Augmented Reality | Barrett Ens, Maxime Cordeil and Tim Dwyer | 18 or 24 | Caulfield |
| Network-based algorithm for drug discovery for malaria | Hieu Nim, Graham Farr | 18 or 24 | Clayton |
| Non-standard models of computation and universality
|
David Dowe
|
24
|
Clayton
|
| Online Handwritten Signature Verification
|
Gopal Gupta
|
24
|
Clayton
|
| Optimising of multi-telescope observations of gravitational wave events |
David Dowe, Evert Rol, Duncan Galloway (School of Physics & Astronomy)
|
24 (Honours only)
|
Clayton
|
| Pathfinding for Games
|
Daniel Harabor
|
18 or 24
|
Caulfield
|
| Planning for an uncertain energy future
|
Aldeida Aleti, Ariel Liebman
|
18 or 24
|
Clayton
|
| Predicting defects in software components
|
Yuan-Fang Li, Reza Haffari
|
18 or 24
|
Clayton
|
| Prediction and simulation for building management using Machine Learning | Arnaud Prouzeau, Christoph Bergmeir and Tim Dwyer | 18 or 24 | Caulfield |
| Pre-Visit Wayfinding for the Vision Impaired using a Prototype Interactive Controller and a Virtual 3D Environment Deployed on a Mobile Phone |
Michael Morgan
|
18 or 24
|
Caulfield
|
| Privacy-preserving GN (Generative Adversarial Network) | Carsten Rudolph and Shuo Wang | 24 | Clayton |
| Profiling Public Transport Users on Social Media
|
Sue Bedingfield, Marc Cheong and Kerri Morgan
|
18 or 24
|
Clayton
|
| Promoting Healthy Dietary Habits by Lifelogging with Google Glass
|
Tim Dwyer, Marc Cheong
|
18 or 24
|
Caulfield/
Clayton
|
| Qualitative investigation of software development team behaviour
|
Robert Merkel, Robyn McNamara, Narelle Warren (TBC)
|
18 or 24
|
Clayton
|
| Quality of data framework for supporting healthcare information management |
Frada Burstein and Rob Meredith
|
18 or 24
|
Caulfield
|
| Real-time multisensory feedback in an augmented reality environment based on IoT data for mission critical scenarios | Tim Dwyer | 24 | Caulfield/
Clayton |
| Security Analysis of NTLM Authentication Protocol
|
Ron Steinfeld
|
18 or 24
|
Clayton
|
| Security for the Internet of Things (IoT)
|
Ron Steinfeld, Joseph Liu and Carsten Rudolph
|
18 or 24
|
Clayton
|
| Security vulnerabilities of Bitcoin and the mitigation
|
Joseph Liu and Ron Steinfeld
|
18 or 24
|
Clayton
|
| Semi-supervised learning for activity recognition from mobile sensors |
Zahraa Abdallah
|
18 or 24
|
Clayton
|
| Sentiment Analysis in Education and e-Government |
Chris Messom, Yen Cheung
|
18 or 24
|
Caulfield/Clayton
|
| Shadow Business Intelligence
|
David Arnott and Caddie Gao
|
18
|
Caulfield
|
| Simulating batteries in smart grid
|
Vincent Lee, Ariel Liebman, John Betts
|
18 or 24
|
Clayton
|
| Simulation of Bee Foraging
|
Alan Dorin, Zoe Bukovac, Adrian Dyer (RMIT), Mani Shrestha
|
18 or 24
|
Clayton
|
| SOA implementation benefits, barriers and costs
|
Sue Foster
|
18 or 24
|
Caulfield
|
| Statistical Topic Models for Text Segmentation
|
Reza Haffari, Ingrid Zukerman
|
18 or 24
|
Clayton
|
| Surface-Integrated Layouts in Augmented Reality | Barrett Ens and Kim Marriott | 18 or 24 | Caulfield |
| Swarming and Robustness
|
Jan Carlo Barca
|
18 or 24
|
Clayton
|
| Teaching Machines to Draw | Jon McCormack | 24 | Caulfield |
| The impact of using Business Intelligence in healthcare
|
Caddie Gao and Frada Burstein
|
18
|
Caulfield
|
| The managerial use of mobile business intelligence
|
Caddie Gao, David Arnott
|
18
|
Caulfield
|
| Three-dimensional geographic flow maps |
Bernie Jenny
|
18 or 24
|
Clayton
|
| Two Approaches to Optimising Chemical Engineering Design
|
Maria Garcia de la Banda, Mark Wallace
|
18 or 24
|
Clayton
|
| Understanding your preferences/choices/decisions |
Minyi Li, Zahraa Abdallah
|
18 or 24
|
Clayton
|
| Virtual Trusted Platform Module meets Intel Software Guard Extensions | Carsten Rudolph | 24 | Clayton |
| Visualisation Applications for “ContextuWall” in the Monash CAVE2
|
Tim Dwyer and Falk Schreiber
|
18 or 24 (Honours only)
|
Caulfield/
Clayton
|
| Visualising Biological Pathways in Cola.js
|
Tim Dwyer and Falk Schreiber
|
18 or 24 (Honours only)
|
Caulfield/
Clayton
|
| Visualising Lazy Functional Program Execution
|
Tim Dwyer and Chris Mears
|
24
|
Caulfield
|
| Where does my electricity go?
|
Reza Haffari, Lachlan Andrew, Ariel Liebman
|
24
|
Clayton
|
| Deep Learning for Text Understanding |
Reza Haffari
|
18 or 24
|
Clayton
|
| Clustering for hierarchical time series forecasting with big time series data |
Christoph Bergmeir
|
18 or 24
|
Clayton
|
| Is Digital Health a Problem or a Solution: Health Informatics cases analysis and design |
Frada Burstein, Henry Linger (FIT), Marilyn Baird
|
18 (Minor thesis only)
|
Caulfield
|
| Efficient algorithms for scheduling visits to student placements |
Sue Bedingfield, Kerri Morgan and Dhananjay Thiruvady
|
18 or 24
|
Clayton
|
| Deep learning to identify pool pump power consumption |
Lachlan Andrew and Zahraa Abdallah
|
18 or 24
|
Clayton
|
| Data analysis and visualisation for electrification of remote underdeveloped locations |
Rajab Khalilpour, Ariel Liebman, Lachlan Andrew, Tim Dwyer
|
18 or 24
|
Caulfield/Clayton
|
| Cloud ERP in SMEs: The role of consultants |
Mahbubur Rahim, Sue Foster and Taiwo Oseni (External)
|
18 or 24
|
Caulfield
|
| Detecting insider threats in streaming data |
Zahraa Abdallah, Geoff Webb
|
18 or 24
|
Clayton
|
| Inferring Concurrent Specifications for a Sequential Program |
Chris Ling, Yuan-Fang Li
|
18 or 24
|
Caulfield/Clayton
|
| Cloud ERP: An organisational motivation and learning perspective |
Mahbubur Rahim, Sue Foster and Taiwo Oseni (External)
|
18 or 24
|
Caulfield
|
| Interactive and exploratory visualisation of time series data |
Zahraa Abdallah, Minyi Li
|
18 or 24
|
Clayton
|
| Implementing Trust Decisions in Distributed Computing |
Carsten Rudolph
|
24 (Honours only)
|
Clayton
|
| A Cyber Security Requirements Model for the Monash Micro-Grid |
Carsten Rudolph, Ariel Liebman
|
24 (Honours only)
|
Clayton
|
| Independent component analysis for identifying patterns of household energy consumption |
Lachlan Andrew and Asef Nazari
|
18 or 24
|
Clayton
|
| Deep Learning Methods in Wireless Communications |
Amin Sakzad
|
18 or 24
|
Caulfield
|
| Integer-Forcing Linear Receivers for Multiple-Input Multiple-Output (MIMO) Channels |
Amin Sakzad and Pierre Le Bodic
|
18 or 24
|
Caulfield
|
| Learning when to "sacrifice" in ultimate tic-tac-toe |
Aldeida Aleti and Pierre Le Bodic
|
18 or 24
|
Caulfield
|
| Web traffic analysis for understanding patient perceptions of pharmacotherapy for Rheumatoid Arthritis |
Pari Delir Haghighi, Frada Burstein and Helen Keen (University of Western Australia)
|
18 or 24
|
Caulfield
|
| Modelling the effect of autonomous vehicles on other road users |
Dr John Betts (FIT) Prof. Hai L. Vu (Faculty of Engineering)
|
24 (Honours only)
|
Clayton
|
| Decision models for managing large crowds |
Dr John Betts (FIT) Prof. Hai L. Vu (Faculty of Engineering)
|
24 (Honours only)
|
Clayton
|
| The Future City: modelling the impact of disruptive technologies |
Dr John Betts (FIT) Prof. Hai L. Vu (Faculty of Engineering)
|
24 (Honours only)
|
Clayton |
| Digital repositories for Art Archives | Tom Denison, Gillian Oliver | 18 or 24 | |
| Approximation algorithms in the Branch-and-Bound algorithm | Pierre Le Bodic | 18 or 24 (Honours only) | |
| Automated Warehouse Optimisation | Daniel Harabor and Pierre Le Bodic | 18 or 24 (Honours only) | |
| A Child Protection Recordkeeping App for Parents and Family Members | Associate Professor Joanne Evans and Dr Greg Rolan | 24 (Minor thesis only) | |
| Text Analysis of the Royal Commission Report | Dr Gregory Rolan and TBA | 24 (Minor thesis only) | |
| Immersive visualisation of thunderstorms | Bernie Jenny (FIT) and Christian Jakob (Atmospheric Sciences) | 18 or 24 | |
| Augmented reality table-top GIS for the HoloLens | Bernie Jenny | 18 or 24 | |
| Branching flow maps | Bernie Jenny | 18 or 24 | |
| Turning process mining results into recommendation: An optimization approach based on user goals and preferences | Professor Dragan Gasevic and TBA | 24 (Minor thesis only) | |
| Robustness of Australian gas and electricity networks | Kaveh Rajab Khalilpour, David Green | 18 or 24 | |
| Forecast of energy demand with micro- and macro-economic parameters | Kaveh Rajab Khalilpour, Manos Varvarigos, Lachlan Andrew | 18 or 24 | |
| Modelling of energy systems with PV, stationary battery, and electric vehicle | Kaveh Rajab Khalilpour, Pierre Le Bodic | 18 or 24 (Honours only) | |
| Multi-attribute decision making approaches for evaluation of energy storage technologies | Kaveh Rajab Khalilpour, Aldeida Aleti | 18 or 24 | |
| Mathematical modelling of stress management mechanism by human neural systems | Kaveh Rajab Khalilpour, David Green | 18 or 24 | |
| A macroeconomic life cycle model for a sustainable Australia | Kaveh Rajab Khalilpour, Andrew Hoadley | 18 or 24 | |
| Equation-based modelling of natural gas liquefaction system | Kaveh Rajab Khalilpour, Andrew Hoadley | 18 or 24 | |
| Simulation and operation of PV-battery systems integrated with a desalination unit | Kaveh Rajab Khalilpour, John Betts; Manos Varvarigos | 18 or 24 | |
| Virtualised cooperative energy market | Kaveh Rajab Khalilpour, Manos Varvarigos | 18 or 24 | |
| Woodside - Equipment Allocation in a Chemical Process Plant | Prof Maria Garcia de la Banda (FIT), Dr Gleb Belov (FIT), Dr Ilankaikone Senthooran (FIT) | 24 (Honours only) | |
| Plate Image Analysis to Promote Healthy Eating | David Squire, David Cordover (external partner) | 24 | |
| An extensible framework for automated solving of cryptic crosswords using machine learning, natural language, and statistical techniques | David Squire, Robyn McNamara | 24 | |
| Chess Video Analysis for Move Recognition | David Squire, David Cordover (external partner) | 18 or 24 | |
