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Wilson E Marcílio-Jr
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From explanations to feature selection: assessing SHAP values as feature selection mechanism
WE Marcílio, DM Eler
2020 33rd SIBGRAPI conference on Graphics, Patterns and Images (SIBGRAPI …, 2020
1982020
Explaining dimensionality reduction results using Shapley values
WE Marcilio-Jr, DM Eler
Expert Systems with Applications 178, 115020, 2021
292021
Overlap removal of dimensionality reduction scatterplot layouts
GM Hilasaca, WE Marcílio-Jr, DM Eler, RM Martins, FV Paulovich
arXiv preprint, 2019
17*2019
Handwritten feature descriptor methods applied to fruit classification
PA Macanhã, DM Eler, RE Garcia, WEM Junior
Information Technology-New Generations: 14th International Conference on …, 2018
162018
ExplorerTree: a focus+ context exploration approach for 2D embeddings
WE Marcílio-Jr, DM Eler, FV Paulovich, JF Rodrigues-Jr, AO Artero
Big Data Research 25, 100239, 2021
102021
Evaluation of approaches proposed to avoid overlap of markers in visualizations based on multidimensional projection techniques
WE Marcílio-Jr, DM Eler, RE Garcia, IR Venturini Pola
Information Visualization 18 (4), 426-438, 2019
102019
Contrastive analysis for scatterplot-based representations of dimensionality reduction
WE Marcílio-Jr, DM Eler, RE Garcia
Computers & Graphics 101, 46-58, 2021
82021
Humap: Hierarchical uniform manifold approximation and projection
WE Marcílio-Jr, DM Eler, FV Paulovich, RM Martins
arXiv preprint arXiv:2106.07718, 2021
72021
Visual analytics of COVID-19 dissemination in São Paulo state, Brazil
WE Marcílio-Jr, DM Eler, RE Garcia, RCM Correia, RMB Rodrigues
Journal of Biomedical Informatics 117, 103753, 2021
72021
2020 33rd SIBGRAPI conference on Graphics, Patterns and Images (SIBGRAPI)
WE Marcílio, DM Eler
IEEE, 2020
72020
A hybrid visualization approach to perform analysis of feature spaces
WEM Júnior, DM Eler, RE Garcia, RCM Correia, LF Silva
17th International Conference on Information Technology–New Generations …, 2020
72020
An approach to perform local analysis on multidimensional projection
WE Marcílio, DM Eler, RE Garcia
2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2017
72017
SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations
WE Marcilio-Jr, DM Eler
Journal of Visualization 23, 999-1013, 2020
42020
Analyzing Accessibility Reviews Associated with Visual Disabilities or Eye Conditions
ADA Oliveira, PSH Dos Santos, WE Marcílio Júnior, WM Aljedaani, ...
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023
32023
PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of Interest.
RM Christófano, WEM Júnior, DM Eler
ICEIS (1), 506-514, 2021
32021
Dimensionality Reduction and Anomaly Detection Based on Kittler’s Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces
GC Marinho, WEM Júnior, MA Dias, DM Eler, RG Negri, W Casaca
Remote Sensing 15 (16), 4085, 2023
12023
Model-agnostic interpretation by visualization of feature perturbations
WE Marcílio-Jr, DM Eler, F Breve
arXiv preprint arXiv:2101.10502, 2021
12021
Data classification: Dimensionality reduction using combined and non-combined multidimensional projection techniques
GE de Rodrigues, W Marcílio, D Eler
2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 402-407, 2018
12018
Associating Anomaly Detection Strategy Based on Kittler’s Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies
GC Marinho, WEM Júnior, MA Dias, DM Eler, AO Artero, W Casaca, ...
Remote Sensing 15 (24), 5760, 2023
2023
Model-Agnostic Interpretation via Feature Perturbation Visualization
WEM Júnior, DM Eler, F Breve
2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 19-24, 2023
2023
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