153 citations · 274 across the 6 of their papers we have counts for
Showing 2019Show all
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cs.HC2019★ 5 cited
Keeping Designers in the Loop: Communicating Inherent Algorithmic Trade-offs Across Multiple Objectives
Bowen Yu, Ye Yuan, Loren Terveen +3
Artificial intelligence algorithms have been used to enhance a wide variety of products and services, including assisting human decision making in high-stakes contexts. However, th…
cs.HC2019★ 153 cited
FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System
Bowen Yu, Claudio T. Silva
Dataflow visualization systems enable flexible visual data exploration by allowing the user to construct a dataflow diagram that composes query and visualization modules to specify…
cs.LG2019★ 31 cited
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation
Aécio Santos, Sonia Castelo, Cristian Felix +6
While the demand for machine learning (ML) applications is booming, there is a scarcity of data scientists capable of building such models. Automatic machine learning (AutoML) appr…