EDBT 2026 Demo / reviewers in the wild / expert
Ricardo Cerri
dblp:94/7227
· DBLP profile ↗
8ranked-venue papers in the field
0as first author
5since 2021 · last 2025
0000-0002-2582-1695ORCID · verified
Domains — venue-derived; a paper can count in several
Data Mining & Knowledge Discovery · 7Knowledge Engineering, Semantic Web & Information Systems · 1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | ARM-stream: active recovery of miscategorizations in clustering-based data stream classifiers
Douglas Monteiro Cavalcanti, Ricardo Cerri, Elaine Ribeiro de Faria |
Data Min. Knowl. Discov. | 2 |
| 2025 | Multi-label classification with label clusters
Elaine Cecília Gatto, Mauri Ferrandin, Ricardo Cerri |
Knowl. Inf. Syst. | 3 |
| 2024 | Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms
Rafael Gomes Mantovani, Tomás Horváth, André Luis Debiaso Rossi, Ricardo Cerri, Sylvio Barbon Junior, Joaquin Vanschoren, André C. P. L. F. de Carvalho |
Data Min. Knowl. Discov. | 4 |
| 2021 | Feature Selection for Hierarchical Multi-label Classification
Luan V. M. da Silva, Ricardo Cerri |
IDA | 2 |
| 2021 | Beyond global and local multi-target learning
Márcio P. Basgalupp, Ricardo Cerri, Leander Schietgat, Isaac Triguero, Celine Vens |
Inf. Sci. | 2 |
| 2020 | Predictive Bi-clustering Trees for Hierarchical Multi-label Classification
Bruna Zamith Santos, Felipe Kenji Nakano, Ricardo Cerri, Celine Vens |
ECML/PKDD (3) | 3 |
| 2020 | Active learning for hierarchical multi-label classification
Felipe Kenji Nakano, Ricardo Cerri, Celine Vens |
Data Min. Knowl. Discov. | 2 |
| 2013 | Probabilistic Clustering for Hierarchical Multi-Label Classification of Protein Functions
Rodrigo C. Barros, Ricardo Cerri, Alex Alves Freitas, André C. P. L. F. de Carvalho |
ECML/PKDD (2) | 2 |