MSE Research Project Database

Projects - Computing and Information Systems

• Robust datamining for medicine
  Uwe Aickelin, Pauline Lin
• Accurate and efficient data integration
  Ben Rubinstein, Shen Wang
• Advanced Process Querying
  Artem Polyvyanyy, Artem Polyvyanyy, Marcello La Rosa, Raffaele Conforti
• Adversarial Machine Learning
  Ben Rubinstein, Christopher Leckie,Tansu Alpcan,Sarah Erfani,Yi Han
• AI language processing for disambiguation and clarification of intent
  Adrian Pearce,
• Aneka: .NET-based Cloud Computing
  Rajkumar Buyya,
• Application of machine learning in quantum control
  M Usman, Udaya Parampalli
• Automated Process Model Repair
  Artem Polyvyanyy, Artem Polyvyanyy, Marcello La Rosa, Raffaele Conforti
• Calcium signalling in cardiac cell growth
  Vijayaraghavan Rajagopal, Agne Tilunaite, David Ladd
• Cloudbus
  Rajkumar Buyya,
• CloudSim: A Framework for Modeling and Simulation of Cloud Computing Infrastructures and Services
  Rajkumar Buyya,
• Coded computation for machine learning
  Jingge Zhu,
• Cognition-aware computing
  Tilman Dingler,
• Computational Interaction for Design and Creativity Support
  Eduardo Velloso,
• Connected transport system
  Majid Sarvi,
• Conversational agents and interfaces
  Jorge Goncalves,
• Critical Media - Building Technologies for Media Literacy and Depolarisation
  Tilman Dingler,
• Crowd dynamics
  Majid Sarvi,
• Cyber security management
  Atif Ahmad, Dr Atif Ahmad, Dr Sean Maynard, Dr Shanton Chang, Dr Moneer Alshaikh, Dr Humza Naseer, Craig Horne
• Deep symbolic learning and planning
  Adrian Pearce,
• Differential Privacy in Statistical Machine Learning
  Ben Rubinstein,
• Digital commemoration
  Martin Gibbs, Martin Gibbs
• Digital emotion regulation
  Greg Wadley, Jorge Goncalves, Vassilis Kostakos, Wally Smith, Greg Wadley
• Digital technology and artificial intelligence for mental health
  Simon D'Alfonso,
• Effective browsing interfaces for digital libraries
  George Buchanan,
• Emerging technologies for enrichment in old age
  Jenny Waycott,
• eSports in Australia
  Martin Gibbs, Robert Fordyce (Melbourne Networked Society Institute)
• Explainable Artificial Intelligence
  Timothy Miller, Liz Sonenberg Eduardo Velloso Frank Vetere Mor Vered
• Focused Software Testing through Backwards Program Analysis
  Harald Sondergaard, Peter Schachte, Peter Stuckey, Graeme Gange
• Fog Computing
  Rajkumar Buyya,
• Game theory for cyber defence
  Tansu Alpcan,
• Geographic knowledge base
  Rui Zhang,
• Graph-based complex pattern mining in electronic health records
  Pauline Lin,
• Green Cloud: Energy-Efficient Cloud Computing
  Rajkumar Buyya,
• iFogSim: A Toolkit for Modeling and Simulation of Resource Management Techniques in Internet of Things, Edge and Fog Computing Environments
  Rajkumar Buyya,
• Implementation and optimisation of error correction algorithms on NISQ
  M Usman,
• Improving data quality in crowdsourcing
  Jorge Goncalves,
• Information-theoretic analysis of machine learning algorithms
  Jingge Zhu,
• Instance models for covering and clustering problems
  Anthony Wirth,
• Learning from the good and the bad: Diagnosis and prediction of Business Process Deviances
  Marcello La Rosa, Marcello La Rosa, Artem Polyvyanyy
• Machine learning and optimization
  James Bailey, James Bailey, Rao Kotagiri, Christopher Leckie
• Miniaturised near infrared spectroscopy
  Jorge Goncalves, Vassilis Kostakos, Eduardo Velloso
• Modelling the spread and control of infectious diseases in complex populations
  Nic Geard,
• Novel interaction techniques for virtual and augmented reality
  Eduardo Velloso,
• QoS-Oriented Cloud Workflow Engine
  Rajkumar Buyya,
• Quantum material design by machine learning
  M Usman,
• Reconciling Security and Performance for Concurrent Programs
  Toby Murray,
• Resource allocation for attention in the context of intent (in both cooperative and adversarial settings)
  Adrian Pearce,
• Security analytics
  Christopher Leckie,
• Service innovation in the digital age
  Christoph Breidbach,
• Situated learning for collaboration across language barriers
  Greg Wadley, Trevor Cohn
• Situation-aware cognitive radio network using machine and deep learning
  Tansu Alpcan,
• Smart Hospital
  Vassilis Kostakos,
• Smartphones for science
  Vassilis Kostakos, Jorge Goncalves, Eduardo Velloso, Greg Wadley
• Social Computing
  Jorge Goncalves,
• Social media analytics
  Shanika Karunasekera, Aaron Harwood
• Software-Defined Cloud Computing
  Rajkumar Buyya,
• Temporal data analysis for customer churn prediction
  Ling Luo, Goce Ristanoski
• Transfer learning in industry applied data science
  Goce Ristanoski, Ling Luo
• Ubiquitous Computing & Internet of Things
  Vassilis Kostakos, Vassilis Kostakos Jorge Goncalves Eduardo Velloso Greg Wadley
• Understanding cortical processing: Neuronal activity and learning in recurrently connected networks
  David Grayden, David Grayden, Anthony Burkitt
• Using voice assistants for learning
  Tilman Dingler, Vassilis Kostakos
• Verifying Information Security for Concurrent Programs
  Toby Murray, Gidon Ernst
• VetCompass: Big data and real-time surveillance for veterinary science
  Tim Baldwin, Karin Verspoor