A Grid-Based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts.
IEEE Trans. Vis. Comput. Graph., August, 2024
Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies.
Remote. Sens., December, 2023
Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces.
Remote. Sens., August, 2023
Model-Agnostic Interpretation via Feature Perturbation Visualization.
Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023
Analyzing Accessibility Reviews Associated with Visual Disabilities or Eye Conditions.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Semi-automatic CNN Architectural Pruning using the Bayesian Case Model and Dimensionality Reduction Visualization.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
Visual analytics of COVID-19 dissemination in São Paulo state, Brazil.
J. Biomed. Informatics, 2021
Explaining dimensionality reduction results using Shapley values.
Expert Syst. Appl., 2021
HUMAP: Hierarchical Uniform Manifold Approximation and Projection.
CoRR, 2021
Contrastive analysis for scatter plot-based representations of dimensionality reduction.
CoRR, 2021
Model-agnostic interpretation by visualization of feature perturbations.
CoRR, 2021
Contrastive analysis for scatterplot-based representations of dimensionality reduction.
Comput. Graph., 2021
ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings.
Big Data Res., 2021
PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of Interest.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021
SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations.
J. Vis., 2020
From explanations to feature selection: assessing SHAP values as feature selection mechanism.
Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020
A class-based evaluation approach to assess multidimensional projections.
Proceedings of the 24th International Conference on Information Visualisation, 2020
Entropy-Based Filter Selection in CNNs Applied to Text Classification.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
Evaluation of approaches proposed to avoid overlap of markers in visualizations based on multidimensional projection techniques.
Inf. Vis., 2019
Visual Approach to Support Analysis of Optimum-Path Forest Classifier.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
Data Classification: Dimensionality Reduction Using Combined and Non-combined Multidimensional Projection Techniques.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
An Approach to Perform Local Analysis on Multidimensional Projection.
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017