Remco Chang | DeepAI

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Featured Co-authors

Xi Chen
293 publications
Zhe Wang
161 publications
Rui Chen
77 publications
Cong Liu
76 publications
Wei Zeng
45 publications
Yifan Wu
43 publications
Eugene Wu
32 publications
Joseph M. Hellerstein
31 publications
Xiaoyu Liu
31 publications
Michael Gleicher
30 publications
Çağatay Demiralp
30 publications

∙ 07/18/2023

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

We investigate the ability of individuals to visually validate statistic...

0 Daniel Braun, et al. ∙

∙ 04/03/2023

Characterizing the Users, Challenges, and Visualization Needs of Knowledge Graphs in Practice

This study presents insights from interviews with nineteen Knowledge Gra...

0 Harry Li, et al. ∙

∙ 03/11/2023

A Problem Space for Designing Visualizations

Visualization researchers and visualization professionals seek appropria...

0 Michael Gleicher, et al. ∙

∙ 11/01/2022

Analysis Without Data: Teaching Students to Tackle the VAST Challenge

The VAST Challenges have been shown to be an effective tool in visual an...

0 Edward W He, et al. ∙

∙ 05/23/2022

PIXAL: Anomaly Reasoning with Visual Analytics

Anomaly detection remains an open challenge in many application areas. W...

0 Brian Montambault, et al. ∙

∙ 05/11/2022

Visualization Guidelines for Model Performance Communication Between Data Scientists and Subject Matter Experts

Presenting the complexities of a model's performance is a communication ...

0 Ashley Suh, et al. ∙

∙ 05/11/2022

Inferential Tasks as an Evaluation Technique for Visualization

Designing suitable tasks for visualization evaluation remains challengin...

0 Ashley Suh, et al. ∙

∙ 04/29/2022

A Grammar for Hypothesis-Driven Visual Analysis

A hallmark of visual analytics is its ability to support users in transl...

0 Ashley Suh, et al. ∙

∙ 11/02/2021

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

Projection techniques are often used to visualize high-dimensional data,...

7 Mateus Espadoto, et al. ∙

∙ 09/20/2021

Automatic Y-axis Rescaling in Dynamic Visualizations

Animated and interactive data visualizations dynamically change the data...

0 Jacob Fisher, et al. ∙

∙ 06/25/2021

HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters

Projection algorithms such as t-SNE or UMAP are useful for the visualiza...

0 Gabriel Appleby, et al. ∙

∙ 03/02/2021

Does Interaction Improve Bayesian Reasoning with Visualization?

Interaction enables users to navigate large amounts of data effectively,...

0 Ab Mosca, et al. ∙

∙ 09/07/2020

CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs

Most visual analytics systems assume that all foraging for data happens ...

0 Dylan Cashman, et al. ∙

∙ 07/31/2020

Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big Data

Static scatterplots often suffer from the overdraw problem on big datase...

0 Wenbo Tao, et al. ∙

∙ 07/30/2020

Composition and Configuration Patterns in Multiple-View Visualizations

Multiple-view visualization (MV) is a layout design technique often empl...

0 Xi Chen, et al. ∙

∙ 07/30/2019

Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures

Deep learning models require the configuration of many layers and parame...

2 Dylan Cashman, et al. ∙

∙ 07/29/2019

RNNbow: Visualizing Learning via Backpropagation Gradients in Recurrent Neural Networks

We present RNNbow, an interactive tool for visualizing the gradient flow...

22 Dylan Cashman, et al. ∙

∙ 06/28/2019

Programming with Timespans in Interactive Visualizations

Modern interactive visualizations are akin to distributed systems, where...

0 Yifan Wu, et al. ∙

∙ 06/28/2019

DIEL: Transparent Scaling for Interactive Visualization

We live in an era of big data and rich data visualization. As data sets ...

0 Yifan Wu, et al. ∙

∙ 05/12/2019

Kyrix: Interactive Visual Data Exploration at Scale

Scalable interactive visual data exploration is crucial in many domains ...

0 Wenbo Tao, et al. ∙

∙ 11/07/2018

At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity

When inspecting information visualizations under time critical settings,...

0 Gabriel Ryan, et al. ∙

∙ 09/27/2018

Visual Analytics for Automated Model Discovery

A recent advancement in the machine learning community is the developmen...

0 Dylan Cashman, et al. ∙

∙ 08/27/2018

NNCubes: Learned Structures for Visual Data Exploration

Visual exploration of large multidimensional datasets has seen tremendou...

0 Zhe Wang, et al. ∙

∙ 06/05/2018

Making Sense of Asynchrony in Interactive Data Visualizations

Asynchronous interfaces allow users to concurrently issue requests while...

0 Yifan Wu, et al. ∙

∙ 11/16/2017

Beagle: Automated Extraction and Interpretation of Visualizations from the Web

"How common is interactive visualization on the web?" "What is the most ...

0 Leilani Battle, et al. ∙

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