Sotabase

Career

· Assistant Professor, University of Arizona2014–

Publications (116)

Certifying and Removing Disparate Impact
Knowledge Discovery and Data Mining · 2014
2,161
cited
A comparative study of fairness-enhancing interventions in machine learning
FAT · 2018
704
cited
VisTrails: visualization meets data management
SIGMOD Conference · 2006
578
cited
The (Im)possibility of fairness
Communications of the ACM · 2021
463
cited
Problems with Shapley-value-based explanations as feature importance measures
International Conference on Machine Learning · 2020
443
cited
VisTrails: enabling interactive multiple-view visualizations
VIS 05. IEEE Visualization, 2005. · 2005
433
cited
Runaway Feedback Loops in Predictive Policing
FAT · 2017
376
cited
Managing Rapidly-Evolving Scientific Workflows
International Provenance and Annotation Workshop · 2006
307
cited
Auditing black-box models for indirect influence
Knowledge and Information Systems · 2016
305
cited
Multilevel agglomerative edge bundling for visualizing large graphs
IEEE Pacific Visualization Symposium · 2011
187
cited
Special Issue: The First Provenance Challenge
Concurrency and Computation · 2008
174
cited
An Algebraic Process for Visualization Design
IEEE Transactions on Visualization and Computer Graphics · 2014
144
cited
Managing the Evolution of Dataflows with VisTrails
22nd International Conference on Data Engineering Workshops (ICDEW'06) · 2006
144
cited
Querying and Creating Visualizations by Analogy
IEEE Transactions on Visualization and Computer Graphics · 2007
140
cited
SynMap2 and SynMap3D: web-based whole-genome synteny browsers
Bioinform. · 2017
138
cited
Tackling the Provenance Challenge one layer at a time
Concurrency and Computation · 2008
123
cited
Vector Field k‐Means: Clustering Trajectories by Fitting Multiple Vector Fields
Computer graphics forum (Print) · 2012
120
cited
The First Provenance Challenge
2008
117
cited
Querying and re-using workflows with VsTrails
SIGMOD Conference · 2008
113
cited
VisComplete: Automating Suggestions for Visualization Pipelines
IEEE Transactions on Visualization and Computer Graphics · 2008
111
cited
Sotabase