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How do Data Science Workers Collaborate? Roles, Workflows, and Tools

Jan 26, 2020
Amy X. Zhang, Michael Muller, Dakuo Wang

* CSCW'2020 

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Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems

Jan 17, 2020
Jaimie Drozdal, Justin Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael Muller, Lin Ju, Hui Su

* IUI 2020 

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AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates

Jan 17, 2020
Daniel Karl I. Weidele, Justin D. Weisz, Eno Oduor, Michael Muller, Josh Andres, Alexander Gray, Dakuo Wang

* 5 pages, 1 figure, IUI2020 

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Enabling Value Sensitive AI Systems through Participatory Design Fictions

Dec 13, 2019
Q. Vera Liao, Michael Muller


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How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?

Sep 08, 2019
Yaoli Mao, Dakuo Wang, Michael Muller, Kush R. Varshney, Ioana Baldini, Casey Dugan, AleksandraMojsilović


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Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI

Sep 05, 2019
Dakuo Wang, Justin D. Weisz, Michael Muller, Parikshit Ram, Werner Geyer, Casey Dugan, Yla Tausczik, Horst Samulowitz, Alexander Gray


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