Program
09:00 Welcome
09:10-12:15 Session 1
Session Chair: Ricard Gavaldá
09:10 - 10:10 : Keynote Natalia Adler, Data for Good by Design: Concrete Examples
10:10 - 10:40 - (Best Paper Award) On Modeling Labor Markets for Fine-grained Insights (Slides)
Hendrik Santoso Sugiarto and Ee Peng Lim.
Break
Session Chair: Irena Koprinska
11:00 - 11:25: Reasoning about Neural Network Activations: An Application in Spatial Animal Behaviour from Camera Trap Classifications. (Slides)
Benjamin Evans, Allan Tucker, Oliver Wearn, and Chris Carbone.
11:25- 11:50: Practical Lessons from Generating Synthetic Healthcare Data with Bayesian Networks (Slides)
Juan de Benedetti, Namir Oues, Zhenchen Wang, Puja Myles and Allan Tucker.
11:25- 12:15: Building Trajectories over Topology with TDA-PTS: An Application in Modelling Temporal Phenotypes of Disease (Slides)
Seyed Erfan Sajjadi, Barbara Draghi, Lucia Sacchi, Arianna Dagliani, John Holmes and Allan Tucker.
14:00-16:15 Session 2
Session Chair: João Gama
14:00 - 15:00: Keynote Pedro Saleiro, Dealing with bias and fairness in data science social good projects
Session Chair: Rita P. Ribeiro
15:00 - 15:25: Data Decomposition based Learning for Electricity Demand Forecasting.
Jatin Bedi and Durga Toshniwal.
15:25 - 15:50: Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org (Slides)
Soumajyoti Sarkar and Hamidreza Alvari.
15:50 - 16:15: A Left Realist Critique of the Political Value of Adopting Machine Learning Systems in Criminal Justice (Slides)
Fabio Massimo Zennaro.