Maria Gabriela Valeriano
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
4
Venues
3
Active years
2022–2025
Best venue rank
B
Where they publish
Papers
4 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IJCNN | Beyond Filtering: Leveraging Instance Hardness for Data-Centric Machine Learning in Healthcare. | Maria Gabriela Valeriano, Carlos Roberto Veiga Kiffer, Ana Carolina Lorena |
| 2024 | GECCO | Explaining instances in the health domain based on the exploration of a dataset's hardness embedding. | Maria Gabriela Valeriano, Joo Luiz Junho Pereira, Carlos Roberto Veiga Kiffer, Ana Carolina Lorena |
| 2024 | IJCNN | Assessor Models for Explaining Instance Hardness in Classification Problems. | Ricardo B. C. Prudncio, Ana Carolina Lorena, Telmo de Menezes e Silva Filho, Patrcia Drapal, Maria Gabriela Valeriano |
| 2022 | CCGRID | Let the data speak: analysing data from multiple health centers of the So Paulo metropolitan area for COVID-19 clinical deterioration prediction. | Maria Gabriela Valeriano, Carlos Roberto Veiga Kiffer, Giane Higino, Paloma Zano, Dulce A. Barbosa, Patrcia A. Moreira, Paulo Caleb J. L. Santos, Renato Grinbaum, Ana Carolina Lorena |