Project
Data Visualization and Visual Analytics
Human-Computer Interaction and Visualization
Overview
Visual data representations leverage the power of human perception to process complex information, and through interaction, garner new insights. Our research focuses on visualizing data from a wide variety of domains and fundamentally tackles the question, what makes a visualization effective? We explore novel visual encodings and interaction techniques, multiscale approaches, and even simulation to bridge human and automated analysis of multivariate, time-series, and graph data, ultimately aiding in hypothesis generation, testing, and sense making.
Related Resources
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2022
AvatAR: An Immersive Analysis Environment for Human Motion Data Combining Interactive 3D Avatars and Trajectories
Analysis of human motion data can reveal valuable insights about the…
2021
How Tall is that Bar Chart? Virtual Reality, Distance Compression and Visualizations
As VR technology becomes more available, VR applications will be…
2021
Paper Forager: Supporting the Rapid Exploration of Research Document Collections
We present Paper Forager, a web-based system which allows users to…
2018
Dream Lens: Exploration and Visualization of Large-Scale Generative Design Datasets
This paper presents Dream Lens, an interactive visual analysis tool…
2018
PhenoLines: Phenotype Comparison Visualizations for Disease Subtyping via Topic Models
PhenoLines is a visual analysis tool for the interpretation of disease…
2018
Supporting Handoff in Asynchronous Collaborative Sensemaking Using Knowledge-Transfer Graphs
During asynchronous collaborative analysis, handoff of partial…
2017
Annotation Graphs: A Graph-Based Visualization for Meta-Analysis of Data based on User-Authored Annotations
User-authored annotations of data can support analysts in the activity…
2017
PhenoStacks: Cross-Sectional Cohort Phenotype Comparison Visualizations
Cross-sectional phenotype studies are used by genetics researchers to…
2017
Same Stats, Different Graphs: Generating Datasets with Varied Appearance and Identical Statistics through Simulated Annealing
Datasets which are identical over a number of statistical properties,…
2016
Egocentric Analysis of Dynamic Networks with EgoLines
The egocentric analysis of dynamic networks focuses ondiscovering the…
2016
PhenoBlocks: Phenotype Comparison Visualizations
The differential diagnosis of hereditary disorders is a challenging…
2016
The Effect of Visual Appearance on the Performance of Continuous Sliders and Visual Analogue Scales
Sliders and Visual Analogue Scales (VASs) are input mechanisms which…
2015
Benefits of Visualization in the Mammography Problem
Trying to make a decision between two outcomes, when there is some…
2015
Dynamic Opacity Optimization for Scatter Plots
Scatterplots are an effective and commonly used technique to show the…
2014
Mimic: Visual Analysis of Online Micro-interactions
We present Mimic, an input capture and visual analytics system that…
2014
Video Lens: Rapid Playback and Exploration of Large Video Collections and Associated Metadata
We present Video Lens, a framework which allows users to visualize and…
2013
Patina: Smart Heatmaps for Visualizing Application Usage
We present Patina, an application independent system for collecting…
2012
Citeology: Visualizing Paper Genealogy
Citeology is an interactive visualization that looks at the…
2011
AppMap: Exploring User Interface Visualizations
In traditional graphical user interfaces, the majority of UI elements…
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