Prequential Model Selection for Time Series Forecasting based on Saliency Maps
- Big Data 2022
Elizabeth M. Daly is a Research Scientist leading the Interactive AI Group at the IBM Research Laboratory, Dublin. She is also an Adjunct Assistant Professor in the School of Computer Science and Statistics at Trinity College Dublin.
She received her Ph.D. in Computer Science from Trinity College Dublin in November 2007 with her thesis entitled 'Social Network Analysis for Routing in Disconnected Delay-Tolerant MANETs'. Before joining IBM Research - Dublin she was a post-doctoral researcher in the IBM Research Centre for Social Software in Cambridge, MA. There her work focused on the intersection of social networks and information systems. More recently her team is researching innovative solutions for interactive AI by introducing mechanisms to facilitate AI and humans negotiate a common objective. She is on the program committee of high impact conference such as RecSys, IUI, WWW, UMAP and ICWSM. She is currently serving on the Royal Irish Academy’s committee on Engineering and Computer Science.