• Explaining the output of a goal recognizer (with Jair da Silva Ferreira, Mor Vered and Cecile Paris (CSIRO/Data61).
    • Culturally aware interactions (with Gholamreza Haffari, Zhaleh Semnani-Azad (Northridge), Yuang Fan Li, Abhinav Dhall, Nicholas Cummins (King’s College), Lizhen Qu, Mahsa Salehi, Jianfei Cai).
    • Accessible data exploration and analysis for blind people (with Kim Marriott, Matthew Butler and Lizhen Qu)
    • Explaining the reasoning of complex models (with Sameen Maruf, Xuelin Situ, Gholamreza Haffari,  Ehud Reiter (University of Aberdeen) and Cecile Paris (CSIRO/Data61)).
    • Building behaviour models from sensor data to assist the elderly (with Mahsa Salehi and Mor Vered, previously with Andi Partovi, Kai Zhan, Masud Moshtaghi; collaboration with Sofihub, previously with CERA, VicHealth, DFKI, St. Vincent’s Hospital — Sydney, Old Colonists and Vasey RSL Care).
    • Explaining the reasoning of Bayesian Networks (with Erik Nyberg, Ann Nicholson, Michael Wybrow and Mor Vered).


      • Trust and acceptance of autonomous systems (with Andi Partovi, Kai Zhan, Jakob Hohwy, Nora Hamacher).
      • Deep learning models for dialogue act classification (with Hung Quan Tran and Gholamreza Haffari).
      • A probabilistic dialogue component for a robotic home assistant (with Andi Partovi).
      • Authorship attribution (with Yanir Seroussi, Andi Partovi, Russell Smyth).