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ORCIDWilson Estécio Marcílio
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Journal Articles
- 2024
[j9]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): 5733-5749 (2024)- 2023
- [j8]Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Rogério Galante Negri, Wallace Casaca:
Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces. Remote. Sens. 15(16): 4085 (2023) - [j7]Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Almir Olivette Artero, Wallace Casaca, Rogério Galante Negri:
Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies. Remote. Sens. 15(24): 5760 (2023) - 2021
- [j6]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: 100239 (2021) - [j5]Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rogério Eduardo Garcia:
Contrastive analysis for scatterplot-based representations of dimensionality reduction. Comput. Graph. 101: 46-58 (2021) - [j4]Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler:
Explaining dimensionality reduction results using Shapley values. Expert Syst. Appl. 178: 115020 (2021) - [j3]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: 103753 (2021) - 2020
- [j2]Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler:
SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations. J. Vis. 23(6): 999-1013 (2020) - 2019
- [j1]Wilson Estécio Marcílio, Danilo Medeiros Eler, Rogério Eduardo García, Ives Rene Venturini Pola:
Evaluation of approaches proposed to avoid overlap of markers in visualizations based on multidimensional projection techniques. Inf. Vis. 18(4) (2019)
Conference and Workshop Papers
- 2023
- [c10]Alberto Dumont Alves Oliveira, Paulo Sérgio Henrique Dos Santos, Wilson Estécio Marcílio Júnior, Wajdi M. Aljedaani, Danilo Medeiros Eler, Marcelo Medeiros Eler:
Analyzing Accessibility Reviews Associated with Visual Disabilities or Eye Conditions. CHI 2023: 37:1-37:14 - [c9]Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler, Fabricio A. Breve:
Model-Agnostic Interpretation via Feature Perturbation Visualization. SIBGRAPI 2023: 19-24 - 2022
- [c8]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: 203-209 - 2021
- [c7]Rafael Mariano Christófano, Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler:
PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of Interest. ICEIS (1) 2021: 506-514 - 2020
- [c6]Rafael Bezerra de Menezes Rodrigues, Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler:
Entropy-Based Filter Selection in CNNs Applied to Text Classification. BRACIS 2020: 497-510 - [c5]Jaqueline Teixeira, Wilson Estécio Marcílio, Danilo Medeiros Eler, Almir O. Artero, Bruno Brandoli:
A class-based evaluation approach to assess multidimensional projections. IV 2020: 174-181 - [c4]Wilson Estécio Marcílio, Danilo Medeiros Eler:
From explanations to feature selection: assessing SHAP values as feature selection mechanism. SIBGRAPI 2020: 340-347 - 2019
- [c3]Danilo Medeiros Eler, Matheus Batista, Rogério Eduardo García, Danillo Roberto Pereira, Wilson Estécio Marcílio Júnior:
Visual Approach to Support Analysis of Optimum-Path Forest Classifier. BRACIS 2019: 777-782 - 2018
- [c2]Gustavo Eloi de Paula Rodrigues, Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler:
Data Classification: Dimensionality Reduction Using Combined and Non-combined Multidimensional Projection Techniques. BRACIS 2018: 402-407 - 2017
- [c1]Wilson Estécio Marcílio, Danilo Medeiros Eler, Rogério Eduardo Garcia:
An Approach to Perform Local Analysis on Multidimensional Projection. SIBGRAPI 2017: 351-358
Informal and Other Publications
- 2021
- [i6]Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fabricio A. Breve:
Model-agnostic interpretation by visualization of feature perturbations. CoRR abs/2101.10502 (2021) - [i5]Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rogério Eduardo Garcia:
Contrastive analysis for scatter plot-based representations of dimensionality reduction. CoRR abs/2101.12044 (2021) - [i4]Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler:
Explaining dimensionality reduction results using Shapley values. CoRR abs/2103.05678 (2021) - [i3]Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, Rafael Messias Martins:
HUMAP: Hierarchical Uniform Manifold Approximation and Projection. CoRR abs/2106.07718 (2021) - [i2]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 abs/2106.10592 (2021) - 2020
- [i1]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 abs/2007.04299 (2020)
Coauthor Index
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last updated on 2024-08-14 23:15 CEST by the dblp team
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