Program

Program

10:00-11:05 (US EST)/16:00-16:05 (CEST): Opening

10:05-11:05 (US EST)/16:05-17:05(CEST): Keynote:Friends Don’t Let Friends Deploy Black-Box Models: The Importance of Intelligbility and Explanation for Machine Learning in Healthcare

Rich Caruana, senior principal researcher at Microsoft Research

11:05-11:25 (US EST) /17:05-17:25(CEST): Privacy-preserving Distributed Support Vector Machines

Simone Bottoni (University of Insubria), Stefano Braghin (IBM Research Europe), Theodora Brisimi (IBM Research Europe) and Alberto Trombetta (University of Insubria)

11:25-11:35 (US EST) /17:25-17:35(CEST): Break

11:35-11:55 (US EST) /17:35-17:55(CEST): Benchmarking Multi-Instance Learning for Multivariate Time Series Analysis

Rufat Babayev (Fraunhofer Institute for Toxicology and Experimental Medicine ) and Lena Wiese (Fraunhofer Institute for Toxicology and Experimental Medicine )

11:55-12:15 (US EST) /17:55-18:15(CEST): A Cloud-Native NGS Data Processing and Annotation Platform

Giannis Mouchakis (NCSR Demokritos), Charalampos Kostopoulos (NCSR Demokritos), Stasinos Konstantopoulos (NCSR Demokritos), Ilias Kanellos (ATHENA RC), Anargiros Tzerefos (ATHENA RC), Thanasis Vergoulis (ATHENA RC) and Thodoris Dalamagas (ATHENA RC)

12:15-12:35 (US EST) /18:15-18:35(CEST): Administrative Health Data Representation for Mortality and High Utilization Prediction

Negin Asadzadehzanjani (George Mason University) and Janusz Wojtusiak (George Mason University)

12:35-12:40 (US EST)/18:35-18:40 (CEST): Closing