Data-Driven Integrative Intelligent Systems

Expertise in machine learning, data mining and deep learning. Leading in the field of multi-source data analytics, especially on the topics of information filtering and recommending, false online information detection, human activity recognition and prediction and human-machine interactions.

Competitive advantage

  • Developing novel data mining and machine learning algorithms to conduct effective data analytics by discovering useful and actionable patterns from heterogenous multi-source data
  • Experience in designing and building systems and tools to enable and improve various data analytics applications in health care, cyber security and smart cities

Impact

  • Advanced algorithms for improved automation and better support for human-autonomy partnership
  • World-class data analysis for improved collaborative reasoning and decision-making process

Successful applications

  • Trust-aware distributed AI autonomy
  • Context-aware intent prediction for human-autonomy cooperation
  • Improving resilience of autonomous cyber defence systems with self-healing
  • Opinion fraud detection
  • Thing-of-interest recommendation in the Internet of Things

Capabilities and facilities

  • GPU-accelerated Data Analytical Platform

Our partners

  • Raiz Invest Limited
  • Office of Naval Research, US Department of Naval
  • Defence Science and Technology Group
  • Data to Decisions CRC
Tags
lensPolicy, Markets and Consumers
lensClean Energy