Wilson Estécio Marcílio-Jr

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Text Classification

Intrinsic Manifold

Dimensionality Reduction

Visual Analytics

Top Venues

VISIGRAPP (3: IVAPP)

Publications

Gladys M. H. Hilasaca, Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rafael Messias Martins, Fernando V. Paulovich
A Grid-Based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts. IEEE Trans. Vis. Comput. Graph. 30 (8) (2024)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Ivan Rizzo Guilherme
Semi-automatic CNN Architectural Pruning using the Bayesian Case Model and Dimensionality Reduction Visualization. VISIGRAPP (3: IVAPP) (2022)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler
Explaining dimensionality reduction results using Shapley values. CoRR (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, Rafael Messias Martins
HUMAP: Hierarchical Uniform Manifold Approximation and Projection. CoRR (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fabrício Breve
Model-agnostic interpretation by visualization of feature perturbations. CoRR (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rogério Eduardo Garcia, Ronaldo C. M. Correia, Rafael M. B. Rodrigues
Visual analytics of COVID-19 dissemination in São Paulo state, Brazil. J. Biomed. Informatics 117 (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rogério Eduardo Garcia
Contrastive analysis for scatter plot-based representations of dimensionality reduction. CoRR (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings. Big Data Res. 25 (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rogério Eduardo Garcia
Contrastive analysis for scatterplot-based representations of dimensionality reduction. Comput. Graph. 101 (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
ExplorerTree: a focus+context exploration approach for 2D embeddings. CoRR (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler
SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations. J. Vis. 23 (6) (2020)
Rafael Bezerra de Menezes Rodrigues, Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler
Entropy-Based Filter Selection in CNNs Applied to Text Classification. BRACIS (2020)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rogério Eduardo Garcia, Ronaldo C. M. Correia, Rafael M. B. Rodrigues
Visual analytics of COVID-19 dissemination in São Paulo state, Brazil. CoRR (2020)