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VISxAI 2019 : 2nd Workshop on Visualization for AI Explainability (VISxAI) at IEEE VIS 2019

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Link: http://visxai.io/
 
When Oct 20, 2019 - Oct 20, 2019
Where Vancouver, British Columbia, Canada
Submission Deadline Jul 24, 2019
Notification Due Aug 2, 2019
Final Version Due Sep 3, 2019
Categories    computer science   visualization   artificial intelligence   machine learning
 

Call For Papers

Submission Deadline: July 24, 2019
For more information see: http://visxai.io/

The role of visualization in artificial intelligence (AI) gained significant attention in recent years. With the growing complexity of AI models, the critical need for understanding their inner-workings has increased. Visualization is potentially a powerful technique to address such a critical need.

The goal of this workshop is to initiate a call for “explainables” that explain how AI techniques work using visualizations. We believe the VIS community can leverage their expertise in creating visual narratives to bring new insight into the often obfuscated complexity of AI systems.

To make our work more accessible to the general audience, we are soliciting submissions in a novel format: blog-style articles and Jupyter-like notebooks. In addition we also accept papers in a more traditional form if and only if they are accompanied by an interactive narrative. Please contact us if you want to submit an original work in another format.

Contact: orga.visxai@gmail.com

Organizers (alphabetic):
Adam Perer - Carnegie Mellon University
Duen Horng (Polo) Chau - Georgia Tech
Fernanda Viégas - Google Brain
Fred Hohman - Georgia Tech
Hendrik Strobelt - MIT-IBM Watson AI Lab
Mennatallah El-Assady - University of Konstanz

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