3 papers
cs.AI2019
Explainability in Human-Agent Systems
Avi Rosenfeld, Ariella Richardson
This paper presents a taxonomy of explainability in Human-Agent Systems. We consider fundamental questions about the Why, Who, What, When and How of explainability. First, we defin…
cs.CY2018
A Study of WhatsApp Usage Patterns and Prediction Models without Message Content
Avi Rosenfeld, Sigal Sina, David Sarne +2
Internet social networks have become a ubiquitous application allowing people to easily share text, pictures, and audio and video files. Popular networks include WhatsApp, Facebook…
cs.LG2018
Using Discretization for Extending the Set of Predictive Features
Avi Rosenfeld, Ron Illuz, Dovid Gottesman +1
To date, attribute discretization is typically performed by replacing the original set of continuous features with a transposed set of discrete ones. This paper provides support fo…