9 citations · 9 across the 3 of their papers we have counts for
3 papers
Lightweight Knowledge Representations for Automating Data Analysis
Marko Sterbentz, Cameron Barrie, Donna Hooshmand +7
The principal goal of data science is to derive meaningful information from data. To do this, data scientists develop a space of analytic possibilities and from it reach their info…
"Explanation" is Not a Technical Term: The Problem of Ambiguity in XAI
Leilani H. Gilpin, Andrew R. Paley, Mohammed A. Alam +2
There is broad agreement that Artificial Intelligence (AI) systems, particularly those using Machine Learning (ML), should be able to "explain" their behavior. Unfortunately, there…
Requirements for Open Political Information: Transparency Beyond Open Data
Andong Luis Li Zhao, Andrew Paley, Rachel Adler +6
A politically informed citizenry is imperative for a welldeveloped democracy. While the US government has pursued policies for open data, these efforts have been insufficient in ac…