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03/02/2023
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation
Selecting relevant data subsets from large, unfamiliar datasets can be d...
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12/28/2022
PersonaSAGE: A Multi-Persona Graph Neural Network
Graph Neural Networks (GNNs) have become increasingly important in recen...
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07/26/2022
Bundle MCR: Towards Conversational Bundle Recommendation
Bundle recommender systems recommend sets of items (e.g., pants, shirt, ...
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07/15/2022
ARShopping: In-Store Shopping Decision Support Through Augmented Reality and Immersive Visualization
Online shopping gives customers boundless options to choose from, backed...
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03/15/2022
Cicero: A Declarative Grammar for Responsive Visualization
Designing responsive visualizations can be cast as applying transformati...
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09/06/2021
An Evaluation-Focused Framework for Visualization Recommendation Algorithms
Although we have seen a proliferation of algorithms for recommending vis...
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08/04/2021
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models
Machine learning (ML) is increasingly applied to Electronic Health Recor...
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03/21/2021
Insight-centric Visualization Recommendation
Visualization recommendation systems simplify exploratory data analysis ...
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03/06/2021
ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives
Visual data storytelling is gaining importance as a means of presenting ...
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02/12/2021
Personalized Visualization Recommendation
Visualization recommendation work has focused solely on scoring visualiz...
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02/03/2021
InfoColorizer: Interactive Recommendation of Color Palettes for Infographics
When designing infographics, general users usually struggle with getting...
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09/25/2020
ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data
Visualization recommendation seeks to generate, score, and recommend to ...
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09/05/2020
A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and Applications
Using causal relations to guide decision making has become an essential ...
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04/26/2020
The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias
While decision makers have begun to employ machine learning, machine lea...
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03/13/2020