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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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03/01/2023
Causalvis: Visualizations for Causal Inference
Causal inference is a statistical paradigm for quantifying causal effect...
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07/01/2022
Facilitating Conversational Interaction in Natural Language Interfaces for Visualization
Natural language (NL) toolkits enable visualization developers, who may ...
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09/09/2021
VAINE: Visualization and AI for Natural Experiments
Natural experiments are observational studies where the assignment of tr...
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08/07/2021
Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases
Human biases impact the way people analyze data and make decisions. Rece...
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08/06/2021
Lumos: Increasing Awareness of Analytic Behavior during Visual Data Analysis
Visual data analysis tools provide people with the agency and flexibilit...
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03/13/2021
CACTUS: Detecting and Resolving Conflicts in Objective Functions
Machine learning (ML) models are constructed by expert ML practitioners ...
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12/28/2020
Causal Perception in Question-Answering Systems
Root cause analysis is a common data analysis task. While question-answe...
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11/19/2020
Toward a Bias-Aware Future for Mixed-Initiative Visual Analytics
Mixed-initiative visual analytics systems incorporate well-established d...
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10/22/2020
A Comparative Analysis of Industry Human-AI Interaction Guidelines
With the recent release of AI interaction guidelines from Apple, Google,...
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09/14/2020
Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations
This paper systematically derives design dimensions for the structured e...
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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 ...
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08/29/2020
Characterizing Automated Data Insights
Many researchers have explored tools that aim to recommend data insights...
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08/29/2020
What are Data Insights to Professional Visualization Users?
While many visualization researchers have attempted to define data insig...
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07/31/2020
SafetyLens: Visual Data Analysis of Functional Safety of Vehicles
Modern automobiles have evolved from just being mechanical machines to h...
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11/03/2019
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists
Biologists often perform clustering analysis to derive meaningful patter...
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08/02/2019
Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction
We investigate direct manipulation of graphical encodings as a method fo...
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07/29/2019
EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos
Emotions play a key role in human communication and public presentations...
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07/28/2019
TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling
Topic modeling is commonly used to analyze and understand large document...
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07/19/2019
Liger: Combining Interaction Paradigms for Visual Analysis
Visualization tools usually leverage a single interaction paradigm (e.g....
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09/27/2018
Visual Analytics for Automated Model Discovery
A recent advancement in the machine learning community is the developmen...
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05/07/2018
Evaluation of Visualization by Demonstration and Manual View Specification
We present an exploratory study comparing the visualization construction...
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09/25/2017
Task Based Effectiveness of Basic Visualizations
Visualizations of tabular data are widely used; understanding their effe...
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09/25/2017
Data and Task Based Effectiveness of Basic Visualizations
Visualizations of tabular data are widely used; understanding their effe...
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08/04/2017