| 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 | 325 | 2020 |
| Explaining dimensionality reduction results using Shapley values WE Marcilio-Jr, DM Eler Expert Systems with Applications 178, 115020, 2021 | 44 | 2021 |
| Overlap removal of dimensionality reduction scatterplot layouts GM Hilasaca, WE Marcílio-Jr, DM Eler, RM Martins, FV Paulovich arXiv preprint arXiv:1903.06262 2, 2019 | 23* | 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 | 17 | 2018 |
| 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 | 14 | 2023 |
| Contrastive analysis for scatterplot-based representations of dimensionality reduction WE Marcílio-Jr, DM Eler, RE Garcia Computers & Graphics 101, 46-58, 2021 | 14 | 2021 |
| HUMAP: hierarchical uniform manifold approximation and projection WE Marcílio-Jr, DM Eler, FV Paulovich, RM Martins IEEE Transactions on Visualization and Computer Graphics, 2024 | 10 | 2024 |
| 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 | 10 | 2021 |
| 2020 33rd SIBGRAPI conference on Graphics, Patterns and Images (SIBGRAPI) WE Marcílio, DM Eler IEEE, 2020 | 9 | 2020 |
| Visual analytics of COVID-19 dissemination in São Paulo state, Brazil WE Marcilio-Jr, DM Eler, RE Garcia, RCM Correia, RMB Rodrigues Journal of Biomedical Informatics 117, 103753, 2021 | 8 | 2021 |
| 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 | 8 | 2019 |
| 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 | 8 | 2017 |
| 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 | 7 | 2020 |
| A grid-based method for removing overlaps of dimensionality reduction scatterplot layouts, 2023. doi: 10.48550 GM Hilasaca, WE Marcílio-Jr, DM Eler, RM Martins, FV Paulovich arXiv 3, 1903 | 6 | 1903 |
| SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations WE Marcilio-Jr, DM Eler Journal of Visualization 23, 999-1013, 2020 | 4 | 2020 |
| 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 | 3 | 2021 |
| Model-agnostic interpretation by visualization of feature perturbations WE Marcílio-Jr, DM Eler, F Breve arXiv preprint arXiv:2101.10502, 2021 | 2 | 2021 |
| 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 | 1 | 2023 |
| 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 | 1 | 2018 |
| 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 |
Danilo Medeiros ElerProfessor of Computer Science, Universidade Estadual Paulista "Júlio de Mesquita Filho" (Unesp)Email confirmado em unesp.br
