Doris Jung-Lin Lee | DeepAI

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∙ 04/30/2021

Lux: Always-on Visualization Recommendations for Exploratory Data Science

Exploratory data science largely happens in computational notebooks with...

0 Doris Jung-Lin Lee, et al. ∙

∙ 02/14/2021

Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study

Visualization recommendation (VisRec) systems provide users with suggest...

0 Doris Jung-Lin Lee, et al. ∙

∙ 01/13/2021

Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows

Efforts to make machine learning more widely accessible have led to a ra...

0 Doris Xin, et al. ∙

∙ 12/13/2020

Fine-Grained Lineage for Safer Notebook Interactions

Computational notebooks have emerged as the platform of choice for data ...

0 Stephen Macke, et al. ∙

∙ 07/26/2019

SCATTERSEARCH: Visual Querying of Scatterplot Visualizations

Scatterplots are one of the simplest and most commonly-used visualizatio...

0 Doris Jung-Lin Lee, et al. ∙

∙ 10/02/2017

Accelerating Scientific Data Exploration via Visual Query Systems

The increasing availability of rich and complex data in a variety of sci...

0 Doris Jung-Lin Lee, et al. ∙

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