An Approach to Perform Local Analysis on Multidimensional Projection. - Wilson Estécio Marcílio; Danilo Medeiros Eler; Rogério Eduardo Garcia (SIBGRAPI, 2017)

Data Classification: Dimensionality Reduction Using Combined and Non-combined Multidimensional Projection Techniques. - Gustavo Eloi de Paula Rodrigues; Wilson Estécio Marcílio Júnior; Danilo Medeiros Eler (BRACIS, 2018)

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 (BRACIS, 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)

Entropy-Based Filter Selection in CNNs Applied to Text Classification. - Rafael Bezerra de Menezes Rodrigues; Wilson Estécio Marcílio-Jr; Danilo Medeiros Eler (BRACIS, 2020)

A class-based evaluation approach to assess multidimensional projections. - Jaqueline Teixeira; Wilson Estécio Marcílio; Danilo Medeiros Eler; Almir O. Artero; Bruno Brandoli (IV, 2020)

From explanations to feature selection: assessing SHAP values as feature selection mechanism. - Wilson Estécio Marcílio; Danilo Medeiros Eler (SIBGRAPI, 2020)

SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations. - Wilson Estécio Marcílio-Jr; Danilo Medeiros Eler (J. Vis., 2020)

PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of Interest. - Rafael Mariano Christófano; Wilson Estécio Marcílio Júnior; Danilo Medeiros Eler (ICEIS (1), 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)

Contrastive analysis for scatterplot-based representations of dimensionality reduction. - Wilson Estécio Marcílio-Jr; Danilo Medeiros Eler; Rogério Eduardo Garcia (Comput. Graph., 2021)

Model-agnostic interpretation by visualization of feature perturbations. - Wilson Estécio Marcílio-Jr; Danilo Medeiros Eler; Fabricio A. Breve (CoRR, 2021)

Contrastive analysis for scatter plot-based representations of dimensionality reduction. - Wilson Estécio Marcílio-Jr; Danilo Medeiros Eler; Rogério Eduardo Garcia (CoRR, 2021)

Explaining dimensionality reduction results using Shapley values. - Wilson Estécio Marcílio Júnior; Danilo Medeiros Eler (Expert Syst. Appl., 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)

Semi-automatic CNN Architectural Pruning using the Bayesian Case Model and Dimensionality Reduction Visualization. - Wilson Estécio Marcílio-Jr; Danilo Medeiros Eler; Ivan Rizzo Guilherme (VISIGRAPP (3: IVAPP), 2022)

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 (CHI, 2023)

Model-Agnostic Interpretation via Feature Perturbation Visualization. - Wilson Estécio Marcílio Júnior; Danilo Medeiros Eler; Fabricio A. Breve (SIBGRAPI, 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., 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., 2023)

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., 2024)

Interactive Content Retrieval in Egocentric Videos Based on Vague Semantic Queries. - Linda Ablaoui; Wilson Estécio Marcílio-Jr; Lai Xing Ng; Christophe Jouffrais; Christophe Hurter (Multimodal Technol. Interact., 2025)

HUMAP: Hierarchical Uniform Manifold Approximation and Projection. - Wilson Estécio Marcílio Júnior; Danilo Medeiros Eler; Fernando V. Paulovich; Rafael Messias Martins (IEEE Trans. Vis. Comput. Graph., 2025)