Wilson Estécio Marcílio

According to our database, Wilson Estécio Marcílio authored at least 22 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Grid-Based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts.

Gladys M. H. Hilasaca, Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rafael Messias Martins, Fernando V. Paulovich

IEEE Trans. Vis. Comput. Graph., August, 2024

2023

Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies.

Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Almir Olivette Artero, Wallace Casaca, Rogério Galante Negri

Remote. Sens., December, 2023

Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces.

Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Rogério Galante Negri, Wallace Casaca

Remote. Sens., August, 2023

Model-Agnostic Interpretation via Feature Perturbation Visualization.

Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler, Fabricio A. Breve

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Analyzing Accessibility Reviews Associated with Visual Disabilities or Eye Conditions.

Alberto Dumont Alves Oliveira, Paulo Sérgio Henrique Dos Santos, Wilson Estécio Marcílio Júnior, Wajdi M. Aljedaani, Danilo Medeiros Eler, Marcelo Medeiros Eler

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Semi-automatic CNN Architectural Pruning using the Bayesian Case Model and Dimensionality Reduction Visualization.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Ivan Rizzo Guilherme

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

2021

Visual analytics of COVID-19 dissemination in São Paulo state, Brazil.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rogério Eduardo Garcia, Ronaldo C. M. Correia, Rafael M. B. Rodrigues

J. Biomed. Informatics, 2021

Explaining dimensionality reduction results using Shapley values.

Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler

Expert Syst. Appl., 2021

HUMAP: Hierarchical Uniform Manifold Approximation and Projection.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, Rafael Messias Martins

CoRR, 2021

Contrastive analysis for scatter plot-based representations of dimensionality reduction.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rogério Eduardo Garcia

CoRR, 2021

Model-agnostic interpretation by visualization of feature perturbations.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fabricio A. Breve

CoRR, 2021

Contrastive analysis for scatterplot-based representations of dimensionality reduction.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rogério Eduardo Garcia

Comput. Graph., 2021

ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero

Big Data Res., 2021

PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of Interest.

Rafael Mariano Christófano, Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

2020

SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler

J. Vis., 2020

From explanations to feature selection: assessing SHAP values as feature selection mechanism.

Wilson Estécio Marcílio, Danilo Medeiros Eler

Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

A class-based evaluation approach to assess multidimensional projections.

Jaqueline Teixeira, Wilson Estécio Marcílio, Danilo Medeiros Eler, Almir O. Artero, Bruno Brandoli

Proceedings of the 24th International Conference on Information Visualisation, 2020

Entropy-Based Filter Selection in CNNs Applied to Text Classification.

Rafael Bezerra de Menezes Rodrigues, Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

Evaluation of approaches proposed to avoid overlap of markers in visualizations based on multidimensional projection techniques.

Wilson Estécio Marcílio, Danilo Medeiros Eler, Rogério Eduardo García, Ives Rene Venturini Pola

Inf. Vis., 2019

Visual Approach to Support Analysis of Optimum-Path Forest Classifier.

Danilo Medeiros Eler, Matheus Batista, Rogério Eduardo García, Danillo Roberto Pereira, Wilson Estécio Marcílio Júnior

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Data Classification: Dimensionality Reduction Using Combined and Non-combined Multidimensional Projection Techniques.

Gustavo Eloi de Paula Rodrigues, Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

An Approach to Perform Local Analysis on Multidimensional Projection.

Wilson Estécio Marcílio, Danilo Medeiros Eler, Rogério Eduardo Garcia

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017