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.