2024
Persistent Classification: A New Approach to Stability of Data and Adversarial Examples.
CoRR, 2024
2023
Traveler: Navigating Task Parallel Traces for Performance Analysis.
IEEE Trans. Vis. Comput. Graph., 2023
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data.
IEEE Trans. Vis. Comput. Graph., 2023
Reducing Access Disparities in Networks using Edge Augmentation✱.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
2022
Impact of Cognitive Biases on Progressive Visualization.
Dataset, May, 2022
Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models.
IEEE Trans. Vis. Comput. Graph., 2022
Impact of Cognitive Biases on Progressive Visualization.
IEEE Trans. Vis. Comput. Graph., 2022
2021
A Structured Review of Data Management Technology for Interactive Visualization and Analysis.
IEEE Trans. Vis. Comput. Graph., 2021
STFT-LDA: An algorithm to facilitate the visual analysis of building seismic responses.
Inf. Vis., 2021
Comparing Deep Neural Nets with UMAP Tour.
CoRR, 2021
The (Im)possibility of fairness: different value systems require different mechanisms for fair decision making.
Commun. ACM, 2021
Shapley Residuals: Quantifying the limits of the Shapley value for explanations.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Fairness in Networks: Social Capital, Information Access, and Interventions.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
NeuralCubes: Deep Representations for Visual Data Exploration.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Persistent Homology Guided Force-Directed Graph Layouts.
IEEE Trans. Vis. Comput. Graph., 2020
Clustering via Information Access in a Network.
CoRR, 2020
Problems with Shapley-value-based explanations as feature importance measures.
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
DimReader: Axis lines that explain non-linear projections.
IEEE Trans. Vis. Comput. Graph., 2019
Looks Good To Me: Visualizations As Sanity Checks.
IEEE Trans. Vis. Comput. Graph., 2019
Selective Wander Join: Fast Progressive Visualizations for Data Joins.
Informatics, 2019
Anteater: Interactive Visualization for Program Understanding.
CoRR, 2019
Assessing the Local Interpretability of Machine Learning Models.
CoRR, 2019
Gaps in Information Access in Social Networks?
Proceedings of the World Wide Web Conference, 2019
Fairness in representation: quantifying stereotyping as a representational harm.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Disentangling Influence: Using disentangled representations to audit model predictions.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
A comparative study of fairness-enhancing interventions in machine learning.
Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019
2018
A Vector Field Design Approach to Animated Transitions.
IEEE Trans. Vis. Comput. Graph., 2018
Cartogram Visualization for Bivariate Geo-Statistical Data.
IEEE Trans. Vis. Comput. Graph., 2018
Auditing black-box models for indirect influence.
Knowl. Inf. Syst., 2018
NNCubes: Learned Structures for Visual Data Exploration.
CoRR, 2018
Homology-Preserving Dimensionality Reduction via Manifold Landmarking and Tearing.
CoRR, 2018
Runaway Feedback Loops in Predictive Policing.
Proceedings of the Conference on Fairness, Accountability and Transparency, 2018
Probabilistic Obfuscation Through Covert Channels.
Proceedings of the 2018 IEEE European Symposium on Security and Privacy, 2018
Visual Detection of Structural Changes in Time-Varying Graphs Using Persistent Homology.
Proceedings of the IEEE Pacific Visualization Symposium, 2018
Decision making with limited feedback.
Proceedings of the Algorithmic Learning Theory, 2018
2017
Gaussian Cubes: Real-Time Modeling for Visual Exploration of Large Multidimensional Datasets.
IEEE Trans. Vis. Comput. Graph., 2017
Hashedcubes: Simple, Low Memory, Real-Time Visual Exploration of Big Data.
IEEE Trans. Vis. Comput. Graph., 2017
Connecting Visualization and Data Management Research (Dagstuhl Seminar 17461).
Dagstuhl Reports, 2017
Driving Interactive Graph Exploration Using 0-Dimensional Persistent Homology Features.
CoRR, 2017
DimReader: Using auto-differentiation to explain non-linear projections.
CoRR, 2017
Persistent Homology Guided Exploration of Time-Varying Graphs.
CoRR, 2017
SynMap2 and SynMap3D: web-based whole-genome synteny browsers.
Bioinform., 2017
2016
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Dataset, May, 2016
A Simple Approach for Boundary Improvement of Euler Diagrams.
IEEE Trans. Vis. Comput. Graph., 2016
On the (im)possibility of fairness.
CoRR, 2016
Auditing Black-box Models by Obscuring Features.
CoRR, 2016
Comparing Node-Link and Node-Link-Group Visualizations From An Enjoyment Perspective.
Comput. Graph. Forum, 2016
Auditing Black-Box Models for Indirect Influence.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Interactive Visual Analysis of Big Data.
Proceedings of the Handbook of Big Data., 2016
2015
Map-based Visualizations Increase Recall Accuracy of Data.
Comput. Graph. Forum, 2015
Towards Understanding Enjoyment and Flow in Information Visualization.
Proceedings of the 17th Eurographics Conference on Visualization, 2015
Certifying and Removing Disparate Impact.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Collaborative visual analysis with RCloud.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015
2014
Provenance of Exploratory Tasks in Scientific Visualization: Management and Applications.
PhD thesis, 2014
An Algebraic Process for Visualization Design.
IEEE Trans. Vis. Comput. Graph., 2014
Verifying Volume Rendering Using Discretization Error Analysis.
IEEE Trans. Vis. Comput. Graph., 2014
Certifying and removing disparate impact.
CoRR, 2014
Visual Embedding: A Model for Visualization.
IEEE Computer Graphics and Applications, 2014
2013
Nanocubes for Real-Time Exploration of Spatiotemporal Datasets.
IEEE Trans. Vis. Comput. Graph., 2013
Vector Field <i>k</i>-Means: Clustering Trajectories by Fitting Multiple Vector Fields.
Comput. Graph. Forum, 2013
2012
Topology Verification for Isosurface Extraction.
IEEE Trans. Vis. Comput. Graph., 2012
Combining Predictors for Recommending Music: the False Positives' approach to KDD Cup track 2.
Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012
Vector Field k-Means: Clustering Trajectories by Fitting Multiple Vector Fields
CoRR, 2012
Drawing Large Graphs by Low-Rank Stress Majorization.
Comput. Graph. Forum, 2012
2011
A Report From VisWeek 2010.
Comput. Sci. Eng., 2011
Multilevel agglomerative edge bundling for visualizing large graphs.
Proceedings of the IEEE Pacific Visualization Symposium, 2011
2010
The Provenance of Workflow Upgrades.
Proceedings of the Provenance and Annotation of Data and Processes, 2010
2009
Bandwidth Selection and Reconstruction Quality in Point-Based Surfaces.
IEEE Trans. Vis. Comput. Graph., 2009
Verifiable Visualization for Isosurface Extraction.
IEEE Trans. Vis. Comput. Graph., 2009
Edge Transformations for Improving Mesh Quality of Marching Cubes.
IEEE Trans. Vis. Comput. Graph., 2009
Marching Cubes without Skinny Triangles.
Comput. Sci. Eng., 2009
2008
Revisiting Histograms and Isosurface Statistics.
IEEE Trans. Vis. Comput. Graph., 2008
VisComplete: Automating Suggestions for Visualization Pipelines.
IEEE Trans. Vis. Comput. Graph., 2008
Edge Groups: An Approach to Understanding the Mesh Quality of Marching Methods.
IEEE Trans. Vis. Comput. Graph., 2008
Direct Volume Rendering: A 3D Plotting Technique for Scientific Data.
Comput. Sci. Eng., 2008
Tackling the Provenance Challenge one layer at a time.
Concurr. Comput. Pract. Exp., 2008
Special Issue: The First Provenance Challenge.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Concurr. Comput. Pract. Exp., 2008
Examining Statistics of Workflow Evolution Provenance: A First Study.
Proceedings of the Scientific and Statistical Database Management, 2008
Optimal bandwidth selection for MLS surfaces.
Proceedings of the 2008 International Conference on Shape Modeling and Applications (SMI 2008), 2008
Querying and re-using workflows with VsTrails.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Towards Provenance-Enabling ParaView.
Proceedings of the Provenance and Annotation of Data and Processes, 2008
End-to-End eScience: Integrating Workflow, Query, Visualization, and Provenance at an Ocean Observatory.
Proceedings of the Fourth International Conference on e-Science, 2008
2007
Querying and Creating Visualizations by Analogy.
IEEE Trans. Vis. Comput. Graph., 2007
Hardware-Assisted Point-Based Volume Rendering of Tetrahedral Meshes.
Proceedings of the SIBGRAPI 2007, 2007
2006
High-Quality Extraction of Isosurfaces from Regular and Irregular Grids.
IEEE Trans. Vis. Comput. Graph., 2006
Direct (Re)Meshing for Efficient Surface Processing.
Comput. Graph. Forum, 2006
VisTrails: visualization meets data management.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006
Managing Rapidly-Evolving Scientific Workflows.
Proceedings of the Provenance and Annotation of Data, 2006
Managing the Evolution of Dataflows with VisTrails.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006
2005
Practical CFD Simulations on Programmable Graphics Hardware using SMAC.
Comput. Graph. Forum, 2005
VisTrails: Enabling Interactive Multiple-View Visualizations.
Proceedings of the 16th IEEE Visualization Conference, 2005
Boolean Operations on Surfel-Bounded Objects Using Constrained BSP-Trees.
Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2005), 2005
Triangulating Point Set Surfaces with Bounded Error.
Proceedings of the Third Eurographics Symposium on Geometry Processing, 2005
2004
Navier-Stokes on Programmable Graphics Hardware using SMAC.
Proceedings of the XVII Brazilian Symposium on Computer Graphics and Image Processing, 2004
2003
Computation on GPUs: From a Programmable Pipeline to an Efficient Stream Processor.
RITA, 2003