FEIT Research Project Database

Projects - Computing and Information Systems

• Robust datamining for medicine
  Uwe Aickelin, Pauline Lin
• Advanced Process Querying
  Artem Polyvyanyy, Artem Polyvyanyy, Marcello La Rosa, Raffaele Conforti
• 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
• 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,
• Collaborative anomaly detection in adversarial environments
  Sarah Monazam Erfani, Chris Leckie (CIS), Tansu Alpcan (EE)
• Computational modelling of calcium signalling in heart growth
  Vijayaraghavan Rajagopal,
• Computer-aided drug design: predicting and mitigating drug toxicity
  Douglas Pires,
• Conceptualising and measuring digital emotion regulation
  Benjamin Tag, Vassilis Kostakos, Greg Wadley, Jorge Goncalves, Wally Smith, Sarah Webber, Benjamin Tag
• Connected transport system
  Majid Sarvi,
• Conversational agents and interfaces
  Jorge Goncalves,
• Cyber security management
  Atif Ahmad, Dr Atif Ahmad, Dr Sean Maynard, Dr Shanton Chang, Dr Moneer Alshaikh, Dr Humza Naseer, Craig Horne
• Data and image analysis of arthritis progression
  Kathryn Stok, Catherine Davey
• Developing AI enabled vision for plastic waste identification and autonomous robotic sorting
  Shanaka Kristombu Baduge, Dr Eric Schoof, Prof Priyan Mendis, Prof Shanika Karunasekara
• Digital emotion regulation
  Greg Wadley, Jorge Goncalves, Vassilis Kostakos, Wally Smith, Greg Wadley
• Digital inclusion: exploring access and equity in access to technologies and online services
  Shanton Chang, Dana McKay
• Digital overdiagnosis
  Daniel Capurro, Douglas Pires
• Distributed deep learning for cognitive radio networks
  Tansu Alpcan, Chris Leckie (CIS), Sarah Erfani (CIS)
• Effective browsing interfaces for digital libraries
  George Buchanan,
• Emerging technologies for enrichment in old age
  Jenny Waycott,
• Explainable Artificial Intelligence
  Timothy Miller, Liz Sonenberg, Eduardo Velloso, Frank Vetere, Mor Vered
• Fog Computing
  Rajkumar Buyya,
• Game theory for cyber defence
  Tansu Alpcan,
• Graph-based complex pattern mining in electronic health records
  Pauline Lin,
• Green Cloud: Energy-Efficient Cloud Computing
  Rajkumar Buyya,
• Healthcare Process Mining
  Daniel Capurro,
• 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,
• Machine learning and optimization
  James Bailey, James Bailey, Christopher Leckie
• Microscopy image segmentation using machine and deep learning
  Vijayaraghavan Rajagopal,
• Miniaturised near infrared spectroscopy
  Jorge Goncalves, Vassilis Kostakos, Eduardo Velloso
• Modelling the spread and control of infectious diseases in complex populations
  Nic Geard,
• New directions in reinforcement learning for game synthesis: contextual adaptation via theory completion and incompletion
  Adrian Pearce,
• Predicting cancer risk and predisposition from genomics data
  Douglas Pires,
• QoS-Oriented Cloud Workflow Engine
  Rajkumar Buyya,
• Quantum material design by machine learning
  M Usman,
• Ren Rou Sou Suo: Crowdsourcing in China?
  Shanton Chang,
• Representing Software for Deep Learning
  Christoph Treude,
• Runtime optimisation of distributed systems using reinforcement learning
  Aaron Harwood, Maria Rodriguez Read
• Scalable computational cognitive models of the bilingual lexicon
  Lea Frermann,
• Situated learning for collaboration across language barriers
  Greg Wadley, Trevor Cohn
• Smart AI enabled technologies for civil infrastructure
  Shanaka Kristombu Baduge, Priyan Mendis
• Smart Hospital
  Vassilis Kostakos,
• Social Computing
  Jorge Goncalves,
• Social media analytics
  Shanika Karunasekera,
• Social media in community health development
  Shanton Chang,
• Social Media in Education
  Shanton Chang, Dana McKay, George Buchanan, Antonette Mendoza
• Soft matter informatics: intelligent computational material simulation tool for polymer-colloid assemblies
  Ellie Hajizadeh,
• Time series in medical datasets
  Goce Ristanoski, Uwe Aickelin
• Time-lapsed imaging of arthritis progression
  Kathryn Stok, Catherine Davey
• Understanding and mitigating unsafe information security behaviours
  Reeva Lederman, Ofir Turel
• Understanding and predicting mortality in intensive care units
  Douglas Pires, Daniel Capurro
• Understanding and predicting readmission to intensive care units
  Douglas Pires, Daniel Capurro
• Understanding cortical processing: Neuronal activity and learning in recurrently connected networks
  David Grayden, Anthony Burkitt
• Using voice assistants for learning
  Tilman Dingler, Vassilis Kostakos