Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer
Published in ACM IUI, 2024
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Publications
2024
2022
SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation
Published in IEEE VIS, 2022
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2021
Interactive Data Visualization in Jupyter Notebooks
Published in Computing in Science & Engineering, 2021
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2020
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines
Published in IEEE VIS, 2020
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2019
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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HistoryTracker: Minimizing Human Interactions in Baseball Game Annotation
Published in ACM CHI Conference on Human Factors in Computing Systems, 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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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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2018
AlphaD3M: Machine learning pipeline synthesis.
Published in ICML Workshop on Automatic Machine Learning, 2018
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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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2016
StatCast Dashboard: Exploration of Spatiotemporal Baseball Data
Published in IEEE Computer Graphics and Applications ( Volume: 36, Issue: 5 ), 2016
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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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2015
Similarity Graph: Visual Exploration of Song Collections
Published in 28th Conference on Graphics, Patterns and Images (SIBGRAPI), 2015
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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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2012
Poisson Surface Reconstruction with Local Mesh Simplification
Published in 25th Conference on Graphics, Patterns and Images (SIBGRAPI), 2012
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2010
Graphical Simulator for a Robotic Environment
Published in Sociedad Iberoamericana de Grafica Digital (SIGRADI), 2010
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