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Research Overview

Note: The in-progress total website overhaul will elaborate on each of these topic areas, including descriptions of research projects that fall under each theme.

Much of my previous and active research falls into the categories below, and this list is still being extended. You can also view a full publication list.

Thumbnail image for the visual analytics research area, showing a visualization on a computer screen.

Visual Analytics

Connecting analytical processes to visual interfaces

Thumbnail image for the learning from users research area, showing a frustrated user.

Understanding and Learning from Users

Identifying user behaviors and connecting them to associated tasks

Thumbnail image for the visualization for science research area, showing a user interacting with a red nova simulation.

Visualization for Science

Applying data visualization to natural sciences

Thumbnail image for the human-machine teaming research area, showing a human and robot conversing.

Human-Machine Teaming

Finding common ground between user and intelligent agent

Thumbnail image for the applied data science research area, showing an abstract representation of a graph.

Applied Data Science

Investigating the role of data science techniques to real-world problems

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Computational Notebooks

How are they used, and how can they be enhanced?

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My Dissertation Work

Dimensionality reduction, clustering, interactive visual analytics, and understanding users

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