Similarity Graph
Visualization of similarities in song datasets.
Posts by Collection
portfolio
Concentric RadViz
Radial visualization for multitarget classification.
ClusterVis
Hierarchical clustering visualization.
Weather x Taxi Exploration
Correlation analysis of NYC weather and taxi data.
Statcast Dashboard
Exploratory analysis of baseball plays
Jupyter scatterplot
Interactive scatterplot in Jupyter.
Big Scatterplot
Scalable D3 Scatterplot on Canvas.
Baseball Timeline
Spatiotemporal Visualization of Baseball Game Trajectories
HistoryTracker
Minimizing Human Interactions in Baseball Game Annotation
Visus
A system to support the model building process using AutoML
PipelineProfiler
A Visual Analytics Tool for the Exploration of AutoML Pipelines
publications
Graphical Simulator for a Robotic Environment
Published in Sociedad Iberoamericana de Grafica Digital (SIGRADI), 2010
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Poisson Surface Reconstruction with Local Mesh Simplification
Published in 25th Conference on Graphics, Patterns and Images (SIBGRAPI), 2012
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Concentric RadViz: visual exploration of multi-task classification
Published in 28th Conference on Graphics, Patterns and Images (SIBGRAPI), 2015
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Similarity Graph: Visual Exploration of Song Collections
Published in 28th Conference on Graphics, Patterns and Images (SIBGRAPI), 2015
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Partial Similarity of 3D Shapes Using Cross Recurrence Plot
Published in 29th Conference on Graphics, Patterns and Images (SIBGRAPI), 2016
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StatCast Dashboard: Exploration of Spatiotemporal Baseball Data
Published in IEEE Computer Graphics and Applications ( Volume: 36, Issue: 5 ), 2016
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Baseball Timeline: Summarizing Baseball Plays Into a Static Visualization
Published in Eurovis - Special issue of Computer Graphics Forum (CGF), 2018
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AlphaD3M: Machine learning pipeline synthesis.
Published in ICML Workshop on Automatic Machine Learning, 2018
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Disseminating Machine Learning to Domain Experts: Understanding Challenges and Opportunities in Supporting a Model Building Process
Published in CHI Human-Centered Machine Learning Perspectives Workshop, 2019
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Why should we teach machines to read charts made for humans?
Published in CHI Human-Centered Machine Learning Perspectives Workshop, 2019
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HistoryTracker: Minimizing Human Interactions in Baseball Game Annotation
Published in ACM CHI Conference on Human Factors in Computing Systems, 2019
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Visus: An Interactive System for Automatic Machine Learning Model Building and Curation
Published in HILDA19: Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019
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PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines
Published in IEEE VIS, 2020
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Interactive Data Visualization in Jupyter Notebooks
Published in Computing in Science & Engineering, 2021
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SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation
Published in IEEE VIS, 2022
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Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer
Published in ACM IUI, 2024
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