Research students
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-
Ehsan Abedin
- Thesis title:
- Credibility assessment of user-generated content
- Discipline/Group:
- Business Information Systems
- Supervisor:
- Location:
- Room 7.20, Desk 6, Doug McDonell (168)
-
Nigel Adams
- Thesis title:
- How can process mining support banks address the issues they face with Business Process Compliance?
- Website:
- hettonadvisory.com
- Discipline/Group:
- Information Systems
- Supervisor:
-
Sadaf Afrashteh
- Thesis title:
- Conceptualising ethical big data use
- Discipline/Group:
- Data and knowledge
- Supervisor:
-
Ida Asadi Someh
- Location:
- Room 7.20, Desk 1, Doug McDonell (168)
-
Carlos-Andres Agudelo-Serna
- Thesis title:
- Information security risks associated with mobility contexts (BYOD)
- Discipline/Group:
- Business Information Systems
- Supervisor:
- Location:
- Room 10.18, Desk 1
-
Hajar Alamri
- Thesis title:
- Motivations for Discussing Chronic Diseases on Online Photo Sharing Platforms
- Discipline/Group:
- Digital Health
- Supervisor:
- Location:
- Room 10.07, Desk 8, Doug McDonell (168)
-
Hanan Alkhammash
- Thesis title:
- Stochastic process discovery
- Discipline/Group:
- Business Process Management Group
- Supervisor:
-
Abeer Alshehri
- Thesis title:
- Explanation of goal recognition systems
- Discipline/Group:
- Explainable AI
- Supervisor:
-
Mor Vered
- Location:
- Room 6.22, Desk 1, Doug McDonell (168)
-
Hanan Alsouly
- Thesis title:
- Dynamic many-objective optimisation using evolutionary algorithms
- Supervisor:
- Location:
- Room 6.11, Desk 3, Doug McDonell (168)
-
Gayashan Amarasinghe
- Thesis title:
- Distributed Stream Processing on Edge and Cloud Computing Environments
- Website:
- Google Scholar
- Discipline/Group:
- Platforms and Systems
- Supervisor:
-
Dr Marcos D de Assunção (INRIA)
- Location:
- Room 6.22, Desk 10, Doug McDonell (168)
-
Yasser Aldwyan
- Supervisor:
- Location:
- Room 10.07, Desk 9
-
Abdullah Aldwyish
- Thesis title:
- Location-based social networks
- Website:
- twitter.com/adwayish
- Discipline/Group:
- Complex and Intelligent Systems
- Supervisor:
- Location:
- Room 6.11, Desk 8
-
Elaheh Alipour
- Thesis title:
- Network traffic monitoring for DoS detection
- Website:
- LinkedIn profile
- Discipline/Group:
- Complex and Intelligent Systems
- Supervisor:
- Location:
- Room 8.19, Desk 7, Doug McDonell (168)
-
Sami Alkhatib
- Supervisor:
- Location:
- Room 9.06, Desk 3
-
Mona Alshardan
- Supervisor:
- Location:
- Room 6.11, Desk 2
-
Madeleine Antonellos
- Thesis title:
- Developing digital careers: a case study on cosplay in Australia
- Website:
- https://scholar.google.com/citations?user=mzlZXAMAAAAJ&hl=en
- Discipline/Group:
- Human–Computer Interaction
- Supervisor:
- Location:
- Room 4.01, Doug McDonell (168)
-
Mahmuda Asrafi
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 6.22, Desk 17
-
Ebrahim Babaei
- Thesis title:
- Attention model for learning from eye gaze in eLearning environments
- Discipline/Group:
- People and Organisations
- Supervisor:
- Location:
- Room 5.10, Desk 4, Doug McDonell (168)
-
Uri Berger
- Thesis title:
- Interactive multimodal language acquisition
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
-
Prof Omri Abend (The Hebrew University of Jerusalem)
Dr Gabriel Stanovsky (The Hebrew University of Jerusalem)
-
Priyankar Bhattacharjee
- Thesis title:
- Digitally enriching the old age experience
- Website:
- priyankarbhattacharjee.wordpress.com
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
-
Eman Bin Khunayn
- Discipline/Group:
- Complex and Intelligent Systems
- Supervisor:
- Location:
- Room 7.02, Desk 3
-
Stu Black
- Thesis title:
- Data risk and/or reward: how organisations view the secondary use of data, configurations for success, and the role therein of the board and management
- Supervisor:
- Location:
- Room 10.18, Desk 11, Doug McDonell (168)
-
Joanne Cannon
- Thesis title:
- The investment of play: Long term evolution of human-computer musical interactions
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 9.16, Desk 3
-
Francesco Cataldo
- Thesis title:
- Videoconference psychotherapy
- Website:
- LinkedIn profile
- Supervisor:
- Location:
- Room 10.18, Desk4 , Doug McDonell (168)
-
Wendy Cavenett
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Space Lab, Level 3, Block D (176)
-
Philip Cervenjak
- Thesis title:
- Approximation algorithms for submodular optimisation
- Website:
- www.linkedin.com/in/philip-cervenjak/
- Discipline/Group:
- Computer Science
- Supervisor:
- Location:
- Level 2, Desk 076, Melbourne Connect
-
Yanchuan Chang
- Thesis title:
- Spatial indices with non-trivial performance guarantees
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
- Location:
- Room 8.19, Desk 9, Doug McDonell (168)
-
Ming Chen
- Thesis title:
- A heterogeneous stream processing system based on online learning and blockchain in IoT
- Discipline/Group:
- Supervisor:
-
Jiyu Chen
- Thesis title:
- Automatic biological data curation based on language understanding and network analysis
- Website:
- www.jiyuc.live
- Discipline/Group:
- ARC Training Centre in Cognitive Computing for Medical Technologies
- Supervisor:
- Location:
- Room 3.08, Desk 6, Doug McDonell (168)
-
Martin Chesbrough
- Thesis title:
- Data driven culture in organisations
- Website:
- martinchesbrough.net
- Discipline/Group:
- Information Systems
- Supervisor:
-
Yimeng Dai
- Website:
- people.eng.unimelb.edu.au/yimengd
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.02, Desk 7, Doug McDonell (168)
-
Zahra Dasht Bozorgi
- Thesis title:
- Active learning for prescriptive process monitoring
- Discipline/Group:
- Business Process Management Group
- Supervisor:
- Location:
- Room 10.07, Desk 10, Doug McDonell (168)
-
David Eccles
- Thesis title:
- Inoculating targeted online users from targeted misinformation and disinformation persuasion
- Discipline/Group:
- Information Systems
- Supervisor:
- Location:
- Room 10.03, Desk 1, Doug McDonell (168)
-
Aparna Elangovan
- Supervisor:
-
Fernando Estrada Martinez De Alva
- Supervisor:
- Location:
- Room 10.07, Desk 9
-
Biaoyan Fang
- Thesis title:
- Anaphora resolution in biochemical text
- Discipline/Group:
- Data and knowledge
- Supervisor:
-
Prof Karin Verspoor
- Location:
- Room 6.22, Desk 17, Doug McDonell (168)
-
Luxin Fang
- Thesis title:
- Estimation of distribution power network topology from smart meter measurements
- Discipline/Group:
- Computer Science
- Supervisor:
-
Fatma Faruq
- Thesis title:
- Verified multi-agent planning under uncertainty
- Website:
- www.cs.bham.ac.uk/~fxf603/
- Discipline/Group:
- A.I. and Autonomy Lab
- Supervisor:
-
Dave Parker (University of Birmingham)
- Location:
- University of Birmingham
-
Kate Ferris
- Thesis title:
- Virtual Reality for Climate Change Communication
- Website:
- people.eng.unimelb.edu.au/kferris
- Discipline/Group:
- Supervisor:
- Location:
- Room 4.04, Desk 11, Doug McDonell (168)
-
Sophie Freeman
- Thesis title:
- Machine learning and music discovery: something lost, something gained
- Website:
- LinkedIn profile
- Discipline/Group:
- Supervisor:
- Location:
- Room 10.5, Desk 2, Doug McDonell (168)
-
Wei Gao
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 6.11, Desk 6
-
Elsy Garcia Reyes
- Thesis title:
- Understanding the acceptance and use of home-based care technologies by older adults
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 5.10, Desk 4, Doug McDonell (168)
-
Gourab Ghosh Roy
- Thesis title:
- Interplay of network architecture and dynamics for understanding emergence in complex systems
- Discipline/Group:
- Bioinformatics
- Supervisor:
-
Dr Shan He
- Location:
- Room 3.08, Desk 5, Doug McDonell (168)
-
Mohammad Goudarzi
- Thesis title:
- Task Processing System for Fog/Edge Computing
- Website:
- LinkedIn profile
- Discipline/Group:
- Supervisor:
- Location:
- Room 7.12, Desk 11, Doug McDonell (168)
-
Guan Gui
- Thesis title:
- Yui: A personal activity assisant that promotes a smarter lifestyle
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.20, Desk 14
834 41388
-
Udesh Gunarathna
- Thesis title:
- Efficient Spatial Data Management for Enabling True Ride-Sharing
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 6.22, Desk 9, Doug McDonell (168)
-
Zifeng (Peaker) Guo
- Thesis title:
- Efficient structures for recency and string-searching queries in data streams
- Website:
- www.linkedin.com/in/peaker-guo-1ba686147
- Discipline/Group:
- Computer Science
- Supervisor:
-
Bing-yi Han
- Thesis title:
- Ethical issues in the use of AI in educational settings
- Website:
- www.linkedin.com/in/bingyi-han-29683716a
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
-
Xudong Han
- Thesis title:
- Gender bias detection and debiasing in models of human language
- Website:
- hanxudong.github.io/
- Discipline/Group:
- Natural Language Processing
- Supervisor:
- Location:
- Room 3.19, Desk 1, Doug McDonell (168)
-
Jiabo He
- Thesis title:
- Reinforcement Learning for Surgical Procedures
- Discipline/Group:
- Computer Science
- Supervisor:
- Location:
- Room 7.20, Desk 15, Doug McDonell (168)
-
Kayla Heffernan
- Thesis title:
- Wearable and insertable devices
- Website:
- www.kaylaheffernan.com
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 5.11
-
Daniel Herring
- Thesis title:
- Dynamic Multi-Objective Optimization Using Evolutionary Algorithms
- Discipline/Group:
- Data and knowledge
- Supervisor:
-
Prof Xin Yao
Dr Per Kristian Lehre
- Location:
- Room 8.11, Desk 2, Doug McDonell (168)
-
Danula Hettiachchi
- Thesis title:
- Improving the quality of scientific data collected via crowdsourcing
- Website:
- danula.github.io
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 4.04, Doug McDonell (168)
-
Geoffrey Hill
- Thesis title:
- Private MMO servers as video game preservation
- Discipline/Group:
- Human–Computer Interaction
- Supervisor:
-
Guang Hu
- Thesis title:
- Explainable agency using epistemic planning
- Website:
- ausdroid.co/people/guanghu
- Discipline/Group:
- A.I. and Autonomy Lab
- Supervisor:
- Location:
- Room 6.13, Desk 4, Doug McDonell (168)
-
Hanxun Huang
- Thesis title:
- Robust machine learning
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
-
Zhuoqun (Calvin) Huang
- Thesis title:
- Adaptive data analysis for principled data reuse
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
-
Zuo Huang
- Thesis title:
- Real-time hot-spot detection for the environmental sciences through deep learning, sensor networks and data fusion
- Discipline/Group:
- Melbourne eResearch Group
- Supervisor:
-
Xinting Huang
- Thesis title:
- Low resource dialogue system learning by knowledge sharing
- Website:
- timhuang1.github.io
- Supervisor:
-
Amanda Jayanetti
- Website:
- LinkedIn profile
- Discipline/Group:
- Platforms and Systems
- Supervisor:
- Location:
- Room 7.12, Desk 5, Doug McDonell (168)
-
Yunzhe Jia
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.08, Desk 7
-
Weiwei Jiang
- Thesis title:
- Developing interactive systems using near-infrared spectroscopy
- Website:
- www.weiweijiang.xyz
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 5.10, Workspace 1, Doug McDonell (168)
-
Yujing Jiang
- Thesis title:
- Adversarial machine learning with medical application
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
- Location:
- Room 7.08, Desk 7, Doug McDonell (168)
-
Jiankai Jin
- Thesis title:
- Analysing utility and tradeoffs of multi-party machine learning
- Discipline/Group:
- Cyber Security
- Supervisor:
-
Sameera Kannangara
- Supervisor:
- Location:
- Room 6.05, Desk 2
-
Timothy Kariotis
- Thesis title:
- Information continuity in the digital age: co-developing the socio-technical design requirements for an integrated electronic health record in mental health contexts
- Website:
- LinkedIn profile
- Discipline/Group:
- Health Informatics
- Supervisor:
- Location:
- Room 10.18, Doug McDonell (168)
-
Atlarelang Kesiilwe
- Discipline/Group:
- Business Information Systems
- Supervisor:
- Location:
- Room 10.18, Desk 8
-
Anam Khan
- Thesis title:
- Attention aware systems for personalised learning
- Website:
- Discipline/Group:
- Data and Analytics | LinkedIn
- Supervisor:
- Location:
- Room 7.08, Desk 5, Doug McDonell (168)
-
Shima Khanehzar
- Thesis title:
- A data driven model of agenda setting in Australian politics
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 316, Doug McDonell (168)
-
Sara Khorasani
- Thesis title:
- Harnessing immersive simulation data in real-time to analyze user performance in virtual environments and guide training development
- Website:
- Discipline/Group:
- Human–Computer Interaction
- Supervisor:
-
Dr Jarrod Knibbe
- Location:
- Room 5.10, Desk 2, Doug McDonell (168)
-
Fajri Koto
- Thesis title:
- Neural Language Model for Abstractive Text Summarisation
- Website:
- www.fajrikoto.com
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 3.15, Desk 3, Doug McDonell (168)
-
Ritu Lakshmi Kudallur Ramanathan
- Thesis title:
- Sensemaking in security
- Discipline/Group:
- People and Organisations
- Supervisor:
- Location:
- Room 10.18, Desk 17, Doug McDonell (168)
-
Kemal Kurniawan
- Website:
- kkurniawan.com
- Discipline/Group:
- Natural Language Processing
- Supervisor:
- Location:
- Room 308, Desk 4, Doug McDonell (168)
-
Rabindra Lamsal
- Thesis title:
- Social media analytics: a real-time machine learning approach
- Website:
- rlamsal.com.np
- Discipline/Group:
- Computer Science
- Supervisor:
-
Thao Le
- Thesis title:
- Explainable machine learning
- Website:
- LinkedIn profile
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
-
Volodymyr Leno
- Thesis title:
- Accelerating RPA via Process Mining
- Discipline/Group:
- Business Process Management Group
- Supervisor:
- Location:
- Room 10.07, Desk 1, Doug McDonell (168)
-
Ang Li
- Thesis title:
- Large-Scale Automated Deep Annotation for Urban Environment
- Discipline/Group:
- Data and knowledge
- Supervisor:
-
Prof Rui Zhang
- Location:
- Room 7.20, Desk 18, Doug McDonell (168)
-
Haonan Li
- Thesis title:
- Geospatial Information with Natural Language Processing
- Discipline/Group:
- Natural Language Processing
- Supervisor:
- Location:
- Room 8.19, Desk 11, Doug McDonell (168)
-
Miao Li
- Website:
- oaimli.github.io
- Discipline/Group:
- Artificial intelligence
- Supervisor:
-
Yichen Li
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 6.1, Desk 2
-
Alex Jacey Ligthart-Smith
- Thesis title:
- Preserving data privacy with semi-trusted adversaries
- Discipline/Group:
- Computer Science
- Supervisor:
-
Chunhua Liu
- Thesis title:
- Entailing fragments recognition
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
- Location:
- Room 3.08, Desk 7, Doug McDonell (168)
-
Dongge Liu
- Thesis title:
- Software vulnerability analysis with machine learning
- Discipline/Group:
- Platforms and Systems
- Supervisor:
-
Richard Nock
- Location:
- Room 8.19, Desk 7, Doug McDonell (168)
-
Guanli Liu
- Thesis title:
- Learned spatial indices
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
-
Jinghui Liu
- Thesis title:
- Analysis of electronic health records for clinical decision support
- Supervisor:
-
Dr Anthony Nyugen
- Location:
- Room 3.18, Desk 3, Doug McDonell (168)
-
Rui Liu
- Thesis title:
- Digital resource aggregation: using linked data to aggregate academic resources in the digital humanities discipline
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
-
Shijie Liu
- Thesis title:
- Enhancing adversarial defence via robust statistics and certified robustness
- Discipline/Group:
- Artificial intelligence
- Supervisor:
-
Yuansan Liu
- Thesis title:
- Robust AI for guidance of a cochlear implant procedure
- Discipline/Group:
- Artificial intelligence
- Supervisor:
-
Juan Lu
- Thesis title:
- Objective assessment of severity of psoriasis through skin images
- Discipline/Group:
- Computational Bioinformatics and Health Information Systems
- Supervisor:
-
Ed Kazmierczak
- Location:
- Room 6.22
-
Henrietta Lyons
- Thesis title:
- Developing human-centred explanations for decisions made by artificial intelligence
- Website:
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 5.10, Desk 8, Doug McDonell (168)
-
Mansoureh Maadi
- Thesis title:
- Robust data mining
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
- Location:
- Room 9.16, Desk 3, Doug McDonell (168)
-
Prashan Madumal
- Thesis title:
- Explainable agency in autonomous agents
- Website:
- Google Scholar
- Supervisor:
- Location:
- Room 4.04, Desk 4, Doug McDonell (168)
-
Anupama Ruwanthika Mampage
- Thesis title:
- Context-aware dynamic resource management in fog/edge computing environments
- Discipline/Group:
- Distributed and Cloud Computing
- Supervisor:
- Location:
- Room 7.12, Desk 8, Doug McDonell (168)
-
David Mann
- Thesis title:
- Natural language processing for disambiguation and clarification of intent
- Supervisor:
- Location:
- Room 6.13, Desk 1, Doug McDonell (168)
-
Neil Marchant
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.20, Desk 4
-
Gabriele Marini
- Thesis title:
- Reliable Operating Room (ROR)
- Discipline/Group:
- HCI, Ubiquitous Computing
- Supervisor:
- Location:
- Room 4.04, Desk 8, Doug McDonell (168)
-
Nitika Mathur
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 8.19, Desk 13
-
Jane Mavoa
- Thesis title:
- Digital games and young children
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 9.16, Desk 1
-
Kevin McDonald
- Thesis title:
- Enhancing reinforcement learning algorithms for team-based systems
- Discipline/Group:
- Artificial intelligence
- Supervisor:
-
Dr Michael Papasimeon
-
Brian McKitrick
- Thesis title:
- How do Let’s Play communities define themselves?
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 5.10, Desk 7, Doug McDonell (168)
-
Toni McLennan
- Supervisor:
-
Christopher McMaster
- Thesis title:
- Machine learning models for predicting and mitigating adverse drug reactions
- Website:
- chrismcmaster.com
- Discipline/Group:
- Digital Health
- Supervisor:
-
Prof Wendy Chapman
-
Mahtab Mirmomeni
- Thesis title:
- Improved data analytic techniques for activity recognition using time-series data from wearable sensors
- Website:
- LinkedIn profile
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 6.06, Desk 4, Doug McDonell (168)
-
Hadi M. Dolatabadi
- Thesis title:
- Normalising flows: new methods and new applications
- Website:
- hmdolatabadi.github.io
- Discipline/Group:
- A.I. and Autonomy Lab
- Supervisor:
-
Mohammad Moniruzzaman
- Thesis title:
- The human action perspective
- Discipline/Group:
- Business Information Systems
- Supervisor:
-
Bruna Moreira da Silva
- Thesis title:
- Deconvoluting epilepsy patient data using machine learning
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
- Location:
- Level 6, Desk 3.27a, Doug McDonell (168)
-
Sadegh Motallebi
- Location:
- Room 6.05, Desk 3
-
Rajeev Muralidhar
- Thesis title:
- Energy aware systems: abstractions, API and architectural framework for cross layer energy efficiency
- Website:
- www.linkedin.com/in/rajeev-muralidhar/
- Discipline/Group:
- Distributed and Cloud Computing
- Supervisor:
- Location:
- Room 7.12, Desk 7, Doug McDonell (168)
-
Tharindu Lakmal Muthugama
- Thesis title:
- Spatiotemporal data and future transportation systems
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 6.04, Desk 2, Doug McDonell (168)
-
Sadia Nawaz
- Thesis title:
- Predicting learner’s confusion in digital learning environments
- Website:
- purdue.academia.edu/SadiaNawaz
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 9.16, Desk 4
-
Chris Nelson
- Supervisor:
-
Hoang Nguyen
- Thesis title:
- Focused software testing through Backwards Program Analysis
- Discipline/Group:
- Program Analysis, Software Reliability and Security
- Supervisor:
- Location:
- Room 8.19, Desk 6, Doug McDonell (168)
-
Le Tan Chanh Nguyen
- Discipline/Group:
- Distributed and Cloud Computing
- Supervisor:
-
Dr Rodrigo Calheiros
- Location:
- Room 7.12, Desk 9
-
Thanh-Dat Nguyen
- Thesis title:
- Machine learning for program synthesis
- Discipline/Group:
- Computer science
- Supervisor:
-
Anitya Nijhara
- Thesis title:
- Group perceptions of information security risks in organisations
- Discipline/Group:
- Business Information Systems
- Supervisor:
- Location:
- Room 18, Desk 6, Doug McDonell (168)
-
Mazino Onibere
- Thesis title:
- Information security strategy
- Website:
- LinkedIn profile
- Discipline/Group:
- Business Information Systems
- Supervisor:
- Location:
- Room 10.7, Desk 14
-
Yulia Otmakhova
- Thesis title:
- Multi-document summarization supporting clinical evidence review
- Discipline/Group:
- Natural Language Processing
- Supervisor:
- Location:
- Room 3.14, Desk 2, Doug McDonell (168)
-
Bastian Oetomo
- Thesis title:
- Self-Driving Database with Bandit Learning Algorithms
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.20, Desk 12, Doug McDonell (168)
-
Samodha Kanchani Pallewatta
- Thesis title:
- Mobility-aware application modeling in edge and fog computing environments
- Discipline/Group:
- Distributed and Cloud Computing
- Supervisor:
- Location:
- Room 7.12, Desk 6, Doug McDonell (168)
-
Lianglu Pan
- Thesis title:
- Automated vulnerability and flaw detection in network communications
- Website:
- pa55er6y.com
- Discipline/Group:
- Cyber Security
- Supervisor:
-
Yao (Alwyn) Pan
- Thesis title:
- Cloud-based container orchestration optimisation to improve scalability in hybrid cloud
- Discipline/Group:
- Melbourne eResearch Group
- Supervisor:
- Location:
- Room 8.19, Desk 12, Doug McDonell (168)
-
Jirat Pasuksmit
- Thesis title:
- Intelligent assistance for agile software development process
- Website:
- LinkedIn profile
- Discipline/Group:
- Platforms and Systems
- Supervisor:
- Location:
- Room 7.20, Desk 5, Doug McDonell (168)
-
Xiang (Stella) Peng
- Thesis title:
- Exploring IT-enabled sustainable supply chain management capability maturity development
- Discipline/Group:
- Information Systems
- Supervisor:
- Location:
- Room 10.07, Desk 9, Doug McDonell (168)
-
Malinga Perera
- Thesis title:
- Use of reinforcement learning in self-tuning database physical design structures under dynamic and unexplored qorkloads
- Website:
- www.malinga.me
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.20, Desk 7, Doug McDonell (168)
-
Yiyuan Pu
- Thesis title:
- Literature-based discovery for Alzheimer’s disease
- Website:
- LinkedIn profile
- Discipline/Group:
- ARC Training Centre in Cognitive Computing for Medical Technologies
- Supervisor:
-
Subramaniam Ramasubramanian
- Thesis title:
- Secure knowledge management in organisations
- Discipline/Group:
- Information Security Management
- Supervisor:
-
Dr Kevin Desouza
- Location:
- Room 10.18, Desk 12, Doug McDonell (168)
-
Martin Reinoso
- Thesis title:
- VR going to AR with full body tracking
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 5.11, Desk 9
-
Daniel Reissner
- Thesis title:
- Data-driven root-cause analysis of business process deviances
- Website:
- scholar.google.de/
citations?user=twqLjMsAAAAJ&hl=de - Discipline/Group:
- BPM team, IS group
- Supervisor:
-
Dr Raffaele Conforti
- Location:
- Room 10.07, Desk 12
-
Tharindu Bandara Saryakara Hewage
- Thesis title:
- A distributed framework to detect anomalies in large-scale computing clouds via unsupervised/semi-supervised deep learning concepts
- Website:
- LinkedIn profile
- Discipline/Group:
- Computer science
- Supervisor:
-
Rinu Ann Sebastian
- Thesis title:
- Explainable computer vision to improve human-machine interaction
- Discipline/Group:
- A.I. and Autonomy Lab
- Supervisor:
-
Prabodi Senevirathna
- Thesis title:
- Quantifying and mitigating machine-learning induced overdiagnosis in sepsis
- Website:
- LinkedIn profile
- Discipline/Group:
- Digital health
- Supervisor:
-
Abid Hussain Shah
- Thesis title:
- Enhancing Strategic Management of Information Security of Organisations through Warfare Practices
- Discipline/Group:
- Information Security Management
- Supervisor:
- Location:
- Room 10.18, Desk 2, Doug McDonell (168)
-
Rahul Sharma
- Thesis title:
- Decentralised anomaly detection in multi-access edge computing
- Website:
- LinkedIn profile
- Discipline/Group:
- Academic Centre of Cyber Security Excellence
- Supervisor:
-
Susan Sheldrick
- Thesis title:
- “Computer says no”: impacts of AI in information systems for rural and remote small businesses
- Discipline/Group:
- Information Systems
- Supervisor:
-
Amila Silva
- Thesis title:
- Dynamic representation learning framework for heterogeneous networks
- Supervisor:
- Location:
- Room 7.20, Desk 11, Doug McDonell (168)
-
Lucy Sparrow
- Thesis title:
- Moral Reasoning in Video Games
- Website:
- Discipline/Group:
- People and organisations
- Supervisor:
- Location:
- Engineering Block D, The Space Lab, Level 3
-
Steven Spratley
- Thesis title:
- Transparent abstract reasoning agents
- Website:
- www.stevenspratley.com
- Discipline/Group:
- A.I. and Autonomy Lab
- Supervisor:
- Prof Tim Miller
- Location:
- Room 6.22, Desk 3, Doug McDonell (168)
-
Xinyu Su
- Thesis title:
- Traffic prediction using graph neural networks
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
-
Yixin Su
- Thesis title:
- Explainable Recommendation Systems
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.06, Desk 5, Doug McDonell (168)
-
Zihang Su
- Thesis title:
- Evidence-based goal recognition using process mining techniques
- Website:
- Discipline/Group:
- Information Systems
- Supervisor:
- Location:
- Room 10.08, Desk 16, Doug McDonell (168)
-
Shivashankar Subramanian
- Website:
- shivashankarrs.github.io
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 8.19, Desk 10
-
Kanwal Aslam Syed
- Thesis title:
- Hash based post quantum cryptography on FPGA
- Discipline/Group:
- Cyber Security
- Supervisor:
- Location:
- Room 7.06, Desk 1, Doug McDonell (168)
-
Brandon Syiem
- Thesis title:
- Automatic Distraction Mitigation for Independent Tasks In Collaborative Virtual Workspaces
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Space Lab, Level 3, Block D (176)
-
Pan Tan
- Thesis title:
- Codes for Distributed Storage
- Website:
- Supervisor:
- Location:
- Room 6.13, Desk 5, Doug McDonell (168)
-
Nataliia (Natasha) Tashevtseva
- Thesis title:
- Consumer privacy protection: effective end-user adoption approaches
- Discipline/Group:
- Information Systems
- Supervisor:
- Location:
- Offshore
-
Nyree Taylor
- Supervisor:
- Location:
- Room 10.18, Desk 13
-
Nefel Tellioglu
- Thesis title:
- Modeling the evolutionary and epidemiology dynamics of group A streptococcus
- Discipline/Group:
- Artificial intelligence
- Supervisor:
-
Kong Saoane Thach
- Thesis title:
- VR and ageing
- Website:
- sites.google.com/view/saoane
- Discipline/Group:
- Human Computer Interaction
- Supervisor:
- Location:
- Room 10.07, Desk 4, Doug McDonell (168)
-
Catherine Thompson
- Thesis title:
- Trust & trustworthiness in the digital world
- Website:
- www.hyperealhq.com
- Discipline/Group:
- Information Systems
- Supervisor:
-
Fangziyun Tong
- Thesis title:
- Digital therapeutic alliance
- Discipline/Group:
- Information Systems, Digital Health
- Supervisor:
- Location:
- Room 10.18, Desk 3, Doug McDonell (168)
-
Andrei Tour
- Thesis title:
- Mining agent-based models of business processes
- Discipline/Group:
- Business Process Management Group
- Supervisor:
- Location:
- Room 10.18, Desk 11, Doug McDonell (168)
-
Hung Thinh Truong
- Thesis title:
- Evidence extraction from the clinical trials literature
- Discipline/Group:
- Natural Language Processing
- Supervisor:
-
Patrick Vicky
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 9.06, Desk 7
-
Takashi Wada
- Thesis title:
- Multilinguality and acceptability in language
- Discipline/Group:
- Natural Language Processing
- Supervisor:
- Location:
- Room 3.08, Desk 10, Doug McDonell (168)
-
Chaofan Wang
- Website:
- www.chaofanw.net
- Discipline/Group:
- Supervisor:
- Location:
- Doug McDonell (168)
-
Chenyang Wang
- Thesis title:
- Extending matrix profile with soft comparison operators and weighting functions for time series anomaly detection
- Discipline/Group:
- AI-Data
- Supervisor:
- Location:
- Room 9.16, Desk 2, Doug McDonell (168)
-
Dalin Wang
- Thesis title:
- Image captioning with conditional-GAN
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Level 1, Desk 13, Centre for Neural Engineering
-
Jun Wang
- Thesis title:
- Adversarial machine learning for machine translation
- Discipline/Group:
- Natural Language Processing
- Supervisor:
- Location:
- Room 3.15A, Desk 2, Doug McDonell (168)
-
Lingfei Wang
- Thesis title:
- High performance event detection and tracking in social media
- Discipline/Group:
- Computer Science
- Supervisor:
-
Peiyong Wang
- Thesis title:
- Quantum computing: error correction, applications and beyond
- Discipline/Group:
- CS-Quantum
- Supervisor:
-
Qiao Wang
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 6.11, Desk 4
-
Yuxia Wang
- Thesis title:
- Clinical text mining and analysis
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 8.19, Desk 15, Doug McDonell (168)
-
Tafheem Wani
- Thesis title:
- BYOD in Hospitals: Security Issues and Mitigation Strategies
- Website:
- LinkedIn profile
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 6.11, Desk 7, Doug McDonell (168)
-
Jing Wei
- Thesis title:
- Smart Hospital
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 5.10, Desk 6, Doug McDonell (168)
-
Senuri Samalka Wijenayake
- Thesis title:
- Longitudinal Analysis of Online Social Networks for Descriptive User Behavior Modelling
- Website:
- LinkedIn profile
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 4.04, Doug McDonell (168)
-
Helani Wickramaarachchi
- Thesis title:
- An efficient, autonomous reward shaping algorithm with evolutionary game theory: applied to the field of multi-agent systems
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
-
Chee Kong Wong
- Supervisor:
- Location:
- Room 10.18, Desk 12
-
Miguel-Angel Wood
- Thesis title:
- Data and knowledge and data mining in political campaigning in Australia
- Discipline/Group:
- Business Information Systems
- Supervisor:
-
Assoc Prof Simon Milton
-
Hao Wu
- Thesis title:
- Approximate algorithms for solving problems on massive data
- Discipline/Group:
- Computer science
- Supervisor:
- Location:
- Room 6.13, Desk 10, Doug McDonell (168)
-
Zhuohan Xie
- Thesis title:
- Hierarchically structured neural narrative generation
- Website:
- www.linkedin.com/in/ZhuohanXie
- Discipline/Group:
- Natural Language Processing
- Supervisor:
- Location:
- Room 3.08, Desk 1, Doug McDonell (168)
-
Yushan Xing
- Thesis title:
- Designing for social connectedness in later life
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Melbourne Connect
-
Aotao (John) Xu
- Thesis title:
- A computational analysis of conceptual combination through time
- Website:
- www.cs.toronto.edu/~a26xu
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
-
Prof Yang Xu
-
Jia Xu
- Thesis title:
- Modernise business analytics capability with DataOps
- Discipline/Group:
- Information Systems
- Supervisor:
-
Dr Humza Naseer
-
Yixin Xu
- Thesis title:
- Efficient query processing in spatial networks
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 6.11, Desk 1, Doug McDonell (168)
-
Diana Yang
- Thesis title:
- Robust data mining
- Discipline/Group:
- Business Information Systems
- Supervisor:
- Location:
- Room 8.19, Desk 8, Doug McDonell (168)
-
Kangning Yang
- Thesis title:
- Multimodal Affective Computing Using Hierarchical Attention Strategy for Human Computer Interaction
- Website:
- www.kangningyang.com
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 5.10, Doug McDonell (168)
-
Shiquan Yang
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
- Location:
- Room 7.06, Desk 6, Doug McDonell (168)
-
Zihan Yang
- Thesis title:
- Deep learning in applications with limited data and computation resources
- Discipline/Group:
- Melbourne eResearch Group
- Supervisor:
-
Ge Yao
- Discipline/Group:
-
Data and knowledge
- Supervisor:
- Location:
- Room 6.22, Desk 15
-
Behnaz Rostami Yeganeh
- Thesis title:
- Video conferencing for domestic social interactions
- Website:
- LinkedIn profile
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
-
Dr Bernd Ploderer
- Location:
- Room 9.16, Desk 6
-
Difeng Yu
- Thesis title:
- Novel on-body interaction for extended reality (XR) systems
- Website:
- www.difeng.me
- Discipline/Group:
- Supervisor:
- Location:
- Room 5.10, Desk 5, Doug McDonell (168)
-
Meng Abigail Yuan
- Thesis title:
- Modalities and measurement of systems for information discovery
- Discipline/Group:
- Computer Science
- Supervisor:
-
Stella Yuan
- Thesis title:
- Ethical implications of data driven social credit system
- Discipline/Group:
- Supervisor:
-
Dr Christoph Breidbach
- Location:
- Room 10.18, Doug McDonell (168)
-
Zhou Yun
- Thesis title:
- Real-time feedback for surgical simulation using data mining
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.08, Desk 8
-
Guohang Zeng
- Thesis title:
- Robust and Interpretable Deep Learning for Electronic Health Records
- Discipline/Group:
- Deep Learning, medical data mining
- Supervisor:
- Location:
- Room 6.22, Desk 16, Doug McDonell (168)
-
Chenyuan Zhang
- Thesis title:
- Computational cognitive model of plan recognition
- Discipline/Group:
- A.I. and Autonomy Lab
- Supervisor:
- Location:
- Room 6.22, Desk 6, Doug McDonell (168)
-
Huiwen Zhang
- Thesis title:
- Improving browsing for online collections
- Discipline/Group:
- Human–Computer Interaction
- Supervisor:
-
Mo Zhang
- Thesis title:
- Usable security for medical devices
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
-
Dr David Oswald (University of Birmingham)
- Location:
- University of Birmingham
-
Ruihan Zhang
- Thesis title:
- Explainable machine learning
- Supervisor:
- Location:
- Room 6.22, Desk 16, Doug McDonell (168)
-
Xin Zhang
- Thesis title:
- Convex Optimisation in Determining the Performance of Algorithms
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 9.16, Desk 4, Doug McDonell (168)
-
Zenan Zhai
- Thesis title:
- Biochemical text mining for advancing chemical and pharmaceutical knowledge
- Website:
- LinkedIn profile
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 3.15A, Desk 4, Doug McDonell (168)
-
He Zhao
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.06, Desk 4
-
Jie Zhao
- Thesis title:
- Autonomous workload management in federated cloud computing environments
- Website:
- jiezhao.net
- Discipline/Group:
- Supervisor:
- Location:
- Room 7.12, Desk 2, Doug McDonell (168)
-
Wei Zhao
- Thesis title:
- Designing for social engagement in aged care
- Website:
- people.eng.unimelb.edu.au/wzhao10
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
-
Yunxiang Zhao
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 7.20, Desk 17, Doug McDonell (168)
-
Zhuowei Zhao
- Thesis title:
- Creating an urban location dictionary from location-based social network data
- Discipline/Group:
- Data and knowledge
- Supervisor:
- Location:
- Room 720, Desk 11, Doug McDonell (168)
-
Zhiheng Zhong
- Thesis title:
- Cloud Application Development under Complex Cloud Environment
- Discipline/Group:
- Distributed and Cloud Computing
- Supervisor:
- Location:
- Room 7.12, Desk 5, Doug McDonell (168)
-
Qiushi Zhou
- Thesis title:
- Expanding Human Cognitive Capacity with Embodied Multimodal Interaction in Augmented Reality
- Website:
- qiushi-zhou.github.io
- Discipline/Group:
- Human-Computer Interaction
- Supervisor:
- Location:
- Room 5.10, Desk 11, Doug McDonell (168)
-
Rongxin Zhu
- Thesis title:
- Automatic summarization for multi-party conversation
- Discipline/Group:
- Artificial Intelligence
- Supervisor:
- Location:
- Room 7.06, Desk 2, Doug McDonell (168)