
Judea Pearl
University of California, Los Angeles, USA
From the Management of Uncertainty to the Management of its Causes

Keeley Crockett
Manchester Metropolitan University, UK
People Powered AI – Challenges and opportunities in Responsible and Trustworthy AI Development

Mário Figueiredo
IT / Instituto Superior Técnico, Universidade de Lisboa, Portugal
Causal Discovery from Observations: Overview and Some Recent Advances

Ruth Byrne
Trinity College, Dublin, Ireland
How people understand counterfactual explanations for decisions by AI systems

Thierry Marie Guerra
Université Polytechnique Hauts-de-France, France
A brief history of Fuzzy Control, few examples and a tribute to Michio Sugeno