FIT honours projects

Project Title Supervisors Points Location
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
ANZ Project: Customer Experience of the future - Unassisted Channel (2 students)

David Taniar, Vincent Lee, Colin Dinn (ANZ) Tim Liddelow (ANZ)

 24 Clayton
ANZ Project: Develop a community model for ANZ corporate centre Vincent Lee, Yen Cheung, Adam Hart (ANZ) 18 or 24 Clayton
ANZ Project: MML time series and Bayesian nets with discrete and continuous attributes David Dowe 24 Clayton
ANZ Project: Shareholder Value of IT Investments Vincent Lee, Yen Cheung and ANZ supervisor (TBA) 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 logisticDaniel Schmidt18 or 24Clayton
Beating the World Record on Freight Transport Problems Mark Wallace, Richard Kelly 18 or 24 Caulfield
BI in healthcare: comparative study Rob Meredith and Frada Burstein 18 (Minor thesis only) 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 and Mark Carman 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 Peter Tischer, Mirana Ramialison (Australian Regenerative Medical Institute, or ARMI), David Dowe 18 or 24 Clayton
Constraint-based Mission Planning for Fleets of Unmanned Aerial Vehicles Jan Carlo Barca, Guido Tack and Mark Wallace 18 or 24 Caulfield/
Clayton
Constructing Knowledge Graph for Android: Analyses and ApplicationsLi Li18 or 24Clayton
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 systemsTobias Czauderna, Michael Wybrow, Ralf Schittenhelm (Monash Biomedical Proteomics Facility)18 or 24Clayton
Deep Learning for Playing Games Reza Haffari 18 or 24 Clayton
Defend Adversarial Example Attacks on Neural NetworksCarsten Rudolph, Shuo Wang24Clayton
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
Effective One-Pass Lossless Compression of Greyscale Images Peter Tischer 18 or 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 inferenceDaniel Schmidt18 or 24Clayton
Evolutionary Dynamics on GraphsJon McCormack18 or 24Caulfield
Experiments with Topic Models using Side InformationWray Buntine18Clayton
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 mapsTobias Czauderna, Michael Wybrow18 or 24Clayton
How close are they? Conflict of interest in Academia Lachlan Andrew 24 Clayton
Image Denoising for High Resolution Digital Photography Peter Tischer 18 or 24 Clayton
Immersive geovisualisation Bernie Jenny 18 or 24 Clayton
Immersive Visualisation for In-Situ MaintenanceBarrett Ens, Arnaud Prouzeau and Tim Dwyer18 or 24Caulfield
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 NavigationPatrick Hutchings and Jon McCormack24Caulfield
Inference of ecological species distribution models David Dowe and Prof. Lewi Stone (RMIT) 18 or 24 Clayton
Information Visualisation Peter Tischer 18 or 24 Clayton
Intelligent Real-time Activities Recognition Vincent Lee, Clifton Phua 24 Clayton
Interpretable non-linear modelling using Bayesian additive regressionDaniel Schmidt18 or 24Clayton
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 lengthDaniel Schmidt18 or 24Clayton
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)24Clayton
Measuring the complexity of a segmentation of a picture Peter Tischer 18 or 24 Clayton
Measuring the Complexity of Networks and Graphs Peter Tischer 18 or 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 NetworksWray Buntine18Clayton
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 RealityBarrett Ens, Maxime Cordeil and Tim Dwyer18 or 24Caulfield
Non-parametric Bayes versus Model Selection for Topic Modelling Mark Carman, David Dowe 18 or 24 Caulfield/
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
Parallel Hierarchical Image Segmentation Peter Tischer 18 or 24 Clayton
Pathfinding for Games Daniel Harabor 18 or 24 Caulfield
Planning for an uncertain energy future Aldeida Aleti, Ariel Liebman 18 or 24 Clayton
Porting snob to Weka Peter Tischer, David Albrecht 18 or 24 Clayton
Predicting Clicks on Product Recommendation Interruptions Mark Carman 18 or 24 Caulfield
Predicting defects in software components Yuan-Fang Li, Reza Haffari 18 or 24 Clayton
Prediction and simulation for building management using Machine LearningArnaud Prouzeau, Christoph Bergmeir and Tim Dwyer18 or 24Caulfield
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 Wang24Clayton
Profiling and Predicting Users' Tweets on Twitter Mark Carman 18 or 24 Caulfield
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
Ranking Semantic Relationships Between Entities in Microblogs Mark Carman, Yuan-Fang Li 18 or 24 Caulfield/
Clayton
Real-time multisensory feedback in an augmented reality environment based on IoT data for mission critical scenariosTim Dwyer24Caulfield/
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
Segmenting Irregularly Spaced Data Peter Tischer and David Albrecht 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
Software Tools for the Manipulation of 3D Image Content Peter Tischer and Carlo Kopp 18 or 24 Clayton
Statistical Topic Models for Text Segmentation Reza Haffari, Ingrid Zukerman 18 or 24 Clayton
Surface-Integrated Layouts in Augmented RealityBarrett Ens and Kim Marriott18 or 24Caulfield
Swarming and Robustness Jan Carlo Barca 18 or 24 Clayton
Teaching Machines to DrawJon McCormack24Caulfield
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 ExtensionsCarsten Rudolph24Clayton
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
Weighted Support Vector Machines (SVMs) Peter Tischer, David Albrecht 18 or 24 Clayton
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
Car sequencing 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 ArchivesTom Denison, Gillian Oliver18 or 24 
Approximation algorithms in the Branch-and-Bound algorithmPierre Le Bodic18 or 24 (Honours only) 
Automated Warehouse OptimisationDaniel Harabor and Pierre Le Bodic18 or 24 (Honours only) 
A Child Protection Recordkeeping App for Parents and Family MembersAssociate Professor Joanne Evans and Dr Greg Rolan24 (Minor thesis only) 
Text Analysis of the Royal Commission ReportDr Gregory Rolan and TBA24 (Minor thesis only) 
Immersive visualisation of thunderstormsBernie Jenny (FIT) and Christian Jakob (Atmospheric Sciences)18 or 24 
Augmented reality table-top GIS for the HoloLensBernie Jenny18 or 24 
Branching flow mapsBernie Jenny18 or 24 
Turning process mining results into recommendation: An optimization approach based on user goals and preferencesProfessor Dragan Gasevic and TBA24 (Minor thesis only) 
Robustness of Australian gas and electricity networksKaveh Rajab Khalilpour, David Green18 or 24 
Forecast of energy demand with micro- and macro-economic parametersKaveh Rajab Khalilpour, Manos Varvarigos, Lachlan Andrew18 or 24 
Modelling of energy systems with PV, stationary battery, and electric vehicleKaveh Rajab Khalilpour, Pierre Le Bodic18 or 24 (Honours only) 
Multi-attribute decision making approaches for evaluation of energy storage technologiesKaveh Rajab Khalilpour, Aldeida Aleti18 or 24 
Mathematical modelling of stress management mechanism by human neural systemsKaveh Rajab Khalilpour, David Green18 or 24 
A macroeconomic life cycle model for a sustainable AustraliaKaveh Rajab Khalilpour, Andrew Hoadley18 or 24 
Equation-based modelling of natural gas liquefaction systemKaveh Rajab Khalilpour, Andrew Hoadley18 or 24 
Simulation and operation of PV-battery systems integrated with a desalination unitKaveh Rajab Khalilpour, John Betts; Manos Varvarigos18 or 24 
Virtualised cooperative energy marketKaveh Rajab Khalilpour, Manos Varvarigos18 or 24 
Woodside - Equipment Allocation in a Chemical Process PlantProf Maria Garcia de la Banda (FIT), Dr Gleb Belov (FIT), Dr Ilankaikone Senthooran (FIT)24 (Honours only) 
Plate Image Analysis to Promote Healthy EatingDavid Squire, David Cordover (external partner)24 
An extensible framework for automated solving of cryptic crosswords using machine learning, natural language, and statistical techniquesDavid Squire, Robyn McNamara24 
Chess Video Analysis for Move RecognitionDavid Squire, David Cordover (external partner)18 or 24