Search Results for author: Ashley Suh

Found 4 papers, 2 papers with code

Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots

no code implementations18 Jul 2023 Daniel Braun, Ashley Suh, Remco Chang, Michael Gleicher, Tatiana von Landesberger

We investigate the ability of individuals to visually validate statistical models in terms of their fit to the data.

valid

Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities

1 code implementation3 Apr 2023 Harry Li, Gabriel Appleby, Camelia Daniela Brumar, Remco Chang, Ashley Suh

This study presents insights from interviews with nineteen Knowledge Graph (KG) practitioners who work in both enterprise and academic settings on a wide variety of use cases.

Knowledge Graphs

Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts

1 code implementation11 May 2022 Ashley Suh, Gabriel Appleby, Erik W. Anderson, Luca Finelli, Remco Chang, Dylan Cashman

Presenting a predictive model's performance is a communication bottleneck that threatens collaborations between data scientists and subject matter experts.

Friction

UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data

no code implementations2 Nov 2021 Mateus Espadoto, Gabriel Appleby, Ashley Suh, Dylan Cashman, MingWei Li, Carlos Scheidegger, Erik W Anderson, Remco Chang, Alexandru C Telea

Projection techniques are often used to visualize high-dimensional data, allowing users to better understand the overall structure of multi-dimensional spaces on a 2D screen.

Vocal Bursts Intensity Prediction

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