20 citations · 44 across the 9 of their papers we have counts for
9 papers
DOMINO: Visual Causal Reasoning with Time-Dependent Phenomena
Jun Wang, Klaus Mueller
Current work on using visual analytics to determine causal relations among variables has mostly been based on the concept of counterfactuals. As such the derived static causal netw…
Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation
Soham Bhosale, Arjun Krishna, Ge Wang +1
Medical Image Segmentation is a useful application for medical image analysis including detecting diseases and abnormalities in imaging modalities such as MRI, CT etc. Deep learnin…
Patterns of Social Vulnerability -- An Interactive Dashboard to Explore Risks to Public Health on the US County Level
Darius Coelho, Nikita Gupta, Eric Papenhausen +1
Social vulnerability is the susceptibility of a community to be adversely impacted by natural hazards and public health emergencies, such as drought, earthquakes, flooding, virus o…
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias
Bhavya Ghai, Klaus Mueller
With the rise of AI, algorithms have become better at learning underlying patterns from the training data including ingrained social biases based on gender, race, etc. Deployment o…
PC-Expo: A Metrics-Based Interactive Axes Reordering Method for Parallel Coordinate Displays
Anjul Tyagi, Tyler Estro, Geoff Kuenning +2
The axes ordering in PCP presents a particular story from the data based on the user perception of PCP polylines. Existing works focus on directly optimizing for PCP axes ordering…
An Open Source Interactive Visual Analytics Tool for Comparative Programming Comprehension
Ayush Kumar, Ashish Kumar, Aakanksha Prasad +3
This paper proposes an open source visual analytics tool consisting of several views and perspectives on eye movement data collected during code reading tasks when writing computer…