Intelligent Computing Laboratory, housed in School of Computing at Macquarie University, conducts research pertinent to the challenges of building 'large-scale intelligent systems for variable environments'. We investigate a range of research topics, including but not limited to, Web of Things, Internet of Things, Big Data Analytics, Web Science, Service-oriented Computing, Pervasive Computing, and Sensor Networks.
We also work extensively with the other leading universities and industry partners. Our projects are supported through a considerable funding from Australian Research Council and other competitive funding agencies. People in our research team include the Team Lead, i.e., Prof. Dr. Michael Sheng, Postdoctoral Researchers, a group of passionate PhD Students, and Visiting Scholars. We are always interested in newcomers and collaborators which share the same goal and research interests with us.
Ongoing Projects
Completed Projects
(Abbreviations: ARC - Australian Research Council; DP - Discovery Project; LP - Linkage Project; LE - Linkage Infrastructure, Equipment, and Facilities Project; FT - Future Fellowship)
We also work extensively with the other leading universities and industry partners. Our projects are supported through a considerable funding from Australian Research Council and other competitive funding agencies. People in our research team include the Team Lead, i.e., Prof. Dr. Michael Sheng, Postdoctoral Researchers, a group of passionate PhD Students, and Visiting Scholars. We are always interested in newcomers and collaborators which share the same goal and research interests with us.
Ongoing Projects
- Towards Generalisable and Unbiased Dynamic Recommender Systems (ARC DP230100233, $450K).
- Deep Pattern Mining for Brain Graph Analysis: A Data Mining Perspective (ARC LP210301259, $351K).
- A Secure Smart Sensing and Industry Analytics Facility for Industry 4.0 (ARC LE220100078, $538K+$226K).
- Robust Preference Inference from Spatial Temporal Interaction Networks (ARC DP210101723, $420K).
- Digital Health CRC (Commonwealth Government's Cooperative Research Centres Program — $200 Million).
- What Can You Trust in the Large and Noisy Web? (ARC DP200102298, $390K).
- Context and Activity Recognition for Personalised Behaviour Recommendation (ARC LP190100140, $330K).
Completed Projects
- Reputation-based Trust Management in Crowdsourcing Environments: 2018 - 2020 (ARC DP180102378, $421K).
- Collaborative Research Project (CRP) with Data61, CSIRO: 2018 - 2020 ($378,960).
- Intelligent Space: 2018 - 2019, funded by the Huawei Innovation Research Program (US$70K).
- Smart Transport in the Macquarie Park District: Access and Connection: 2018 - 2019 (The Australian Department of Industry, Innovation and Science's Smart Cities and Suburbs Program — $1 Million).
- A Large-Scale Distributed Experimental Facility for Internet of Things: 2018 (ARC LE180100158, $348K+$300K).
- Efficient Management of Things for the Future World Wide Web: 2014 - 2019 (ARC FT140101247, $757K).
- Effective Recommendations based on Multi-Sourced Data: 2014 - 2016 (ARC DP140100104, $411K).
- Freedom Project: 2013 - 2015 (ARC DP140100104, $411K).
- Managing Uncertainty in RFID Traceability Networks: 2010 - 2013 (ARC LP100200114, $295K).
- Towards Scalable, Internet Based RFID Traceability Networks: 2008 - 2010 (ARC DP0878917, $235K).
- A Platform for Rapid and Flexible Development of Context Aware Web Services: 2008 - 2010 (ARC DP0878367, $217K).
(Abbreviations: ARC - Australian Research Council; DP - Discovery Project; LP - Linkage Project; LE - Linkage Infrastructure, Equipment, and Facilities Project; FT - Future Fellowship)