Humanity Driven AI

Dr Chen is a prominent leader in data science with an international reputation and industrial recognitions. She has created many innovative research and solutions, transforming industries that utilise data science.​Dr Chen and her team  won the 2018 Australian leading science prize Australian Museum Eureka Prize for Excellence in Data Science. Dr. Zhou is a leading senior researcher in trustworthy and transparent machine learning, and has done pioneering research in the area of linking human and machine learning. He also works with industries in advanced data analytics for transforming data into actionable operations particularly by incorporating human user aspects into machine learning and translate machine learning into impacts in real world applications.

• Part I AI and Humanity .- Towards Humanity-in-The-Loop in AI Lifecycle.- AI and Ethics - Operationalising Responsible AI.- Part II AI for Productivity.- Machine Learning for Efficient Water Infrastructure Management.- AI for Real-Time Bus Travel Time Prediction in Traffic Congestion Management.- The Future of Transportation: How to Improve Railway Operation Performance via Advanced AI Techniques.- Part III AI for Wellbeing.- Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health.- AI-Enhanced 3D Biomedical Data Analytics for Neuronal Structure Reconstruction.- Artificial Intelligence for Fighting the COVID-19 Pandemic.- Part IV AI for Sustainability.- Sewer Corrosion Prediction for Sewer Network Sustainability.- AI Applied to Air Pollution and Environmental Health: A Case Study on Hypothesis Generation.- SharkSpotter: Shark Detection with Drones for Human Safety and Environmental Protection.- AI + Human Partnership.- Learner Engagement Examination via Computer Usage Behaviors.- Virtual Teaching Assistants: Technologies, Applications and Challenges.- Artificial Intelligence and People with Disabilities: A Reflection on Human-AI Partnerships.- Towards a Taxonomy for Explainable AI in Computational Pathology.