Ricardo J. G. B. Campello
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
20
Active years
2000–2025
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | SISAP | Intrinsic Dimension, Degrees of Freedom, Odds and Uniformity: A Unified Perspective. | James Bailey, Ricardo J. G. B. Campello, Michael E. Houle |
| 2024 | ICLR | LDReg: Local Dimensionality Regularized Self-Supervised Learning. | Hanxun Huang, Ricardo J. G. B. Campello, Sarah Monazam Erfani, Xingjun Ma, Michael E. Houle, James Bailey |
| 2024 | SDM | Dimensionality-Aware Outlier Detection. | Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek |
| 2024 | SISAP | Bayesian Estimation Approaches for Local Intrinsic Dimensionality. | Zaher Joukhadar, Hanxun Huang, Sarah Monazam Erfani, Ricardo J. G. B. Campello, Michael E. Houle, James Bailey |
| 2024 | SISAP | Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers. | Philipp Rchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf |
| 2022 | ICDE | CORE-SG: Efficient Computation of Multiple MSTs for Density-Based Methods. | Antnio Cavalcante Arajo Neto, Murilo Coelho Naldi, Ricardo J. G. B. Campello, Jrg Sander |
| 2022 | SISAP | Similarity-Based Unsupervised Evaluation of Outlier Detection. | Henrique O. Marques, Arthur Zimek, Ricardo J. G. B. Campello, Jrg Sander |
| 2021 | SISAP | Non-parametric Semi-supervised Learning by Bayesian Label Distribution Propagation. | Jonatan Mller Nuutinen Gttcke, Arthur Zimek, Ricardo J. G. B. Campello |
| 2019 | SDM | Evaluation of Unsupervised Learning Results: Making the Seemingly Impossible Possible. | Ricardo J. G. B. Campello |
| 2018 | AusDM | A Modularity-Based Measure for Cluster Selection from Clustering Hierarchies. | Francisco de Assis Rodrigues dos Anjos, Jadson Castro Gertrudes, Jrg Sander, Ricardo J. G. B. Campello |
| 2018 | RecSys | Case recommender: a flexible and extensible python framework for recommender systems. | Arthur F. Da Costa, Eduardo P. Fressato, Fernando Soares de Aguiar Neto, Marcelo G. Manzato, Ricardo J. G. B. Campello |
| 2018 | SAC | CoRec: a co-training approach for recommender systems. | Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello |
| 2018 | SSDBM | A unified framework of density-based clustering for semi-supervised classification. | Jadson Castro Gertrudes, Arthur Zimek, Jrg Sander, Ricardo J. G. B. Campello |
| 2017 | ICDM | Efficient Computation of Multiple Density-Based Clustering Hierarchies. | Antnio Cavalcante Arajo Neto, Jrg Sander, Ricardo J. G. B. Campello, Mario A. Nascimento |
| 2016 | DSAA | Active Semi-Supervised Classification Based on Multiple Clustering Hierarchies. | Antonio J. L. Batista, Ricardo J. G. B. Campello, Jrg Sander |
| 2016 | DSAA | On the Evaluation of Outlier Detection and One-Class Classification Methods. | Lorne Swersky, Henrique O. Marques, Jrg Sander, Ricardo J. G. B. Campello, Arthur Zimek |
| 2016 | SAC | Exploiting different users' interactions for profiles enrichment in recommender systems. | Arthur F. Da Costa, Rafael D. Martins, Marcelo G. Manzato, Ricardo J. G. B. Campello |
| 2015 | SSDBM | On the internal evaluation of unsupervised outlier detection. | Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Jrg Sander |
| 2014 | AI | Active Learning Strategies for Semi-Supervised DBSCAN. | Jundong Li, Jrg Sander, Ricardo J. G. B. Campello, Arthur Zimek |
| 2014 | EDBT | Model Selection for Semi-Supervised Clustering. | Mojgan Pourrajabi, Davoud Moulavi, Ricardo J. G. B. Campello, Arthur Zimek, Jrg Sander, Randy Goebel |
| 2014 | SDM | Density-Based Clustering Validation. | Davoud Moulavi, Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Arthur Zimek, Jrg Sander |
| 2014 | SSDBM | Data perturbation for outlier detection ensembles. | Arthur Zimek, Ricardo J. G. B. Campello, Jrg Sander |
| 2013 | KDD | Subsampling for efficient and effective unsupervised outlier detection ensembles. | Arthur Zimek, Matthew Gaudet, Ricardo J. G. B. Campello, Jrg Sander |
| 2013 | PAKDD | Density-Based Clustering Based on Hierarchical Density Estimates. | Ricardo J. G. B. Campello, Davoud Moulavi, Jrg Sander |
| 2013 | SSDBM | On the combination of relative clustering validity criteria. | Lucas Vendramin, Pablo A. Jaskowiak, Ricardo J. G. B. Campello |
| 2011 | ISDA | Automatic aspect discrimination in relational data clustering. | Danilo Horta, Ricardo J. G. B. Campello |
| 2010 | IPMU | Fuzzy Clustering-Based Filter. | Luiz F. S. Coletta, Eduardo R. Hruschka, Thiago F. Covoes, Ricardo J. G. B. Campello |
| 2009 | ISDA | Fast Evolutionary Algorithms for Relational Clustering. | Danilo Horta, Ricardo J. G. B. Campello |
| 2009 | ISDA | Comparison Among Methods for k Estimation in k-means. | Murilo Coelho Naldi, Andre Fontana, Ricardo J. G. B. Campello |
| 2009 | SDM | On the Comparison of Relative Clustering Validity Criteria. | Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka |
| 2007 | ICTAI | Design of OBF-TS Fuzzy Models Based on Multiple Clustering Validity Criteria. | Jeremias B. Machado, Wagner C. Amaral, Ricardo J. G. B. Campello |
| 2006 | CEC | Towards a Fast Evolutionary Algorithm for Clustering. | Vinicius S. Alves, Ricardo J. G. B. Campello, Eduardo R. Hruschka |
| 2006 | ICALT | A Learning Object on Computational Intelligence. | Fbio A. P. Reis, Igor C. Flix, Silvio Luiz Stanzani, Ricardo J. G. B. Campello, Leandro Nunes de Castro, Hermes Senger, Marta C. Rosatelli |
| 2004 | ICDM | Evolutionary Algorithms for Clustering Gene-Expression Data. | Eduardo R. Hruschka, Leandro Nunes de Castro, Ricardo J. G. B. Campello |
| 2004 | IJCNN | An evolutionary clustering technique with local search to design RBF neural network classifiers. | Leandro Nunes de Castro, Eduardo R. Hruschka, Ricardo J. G. B. Campello |
| 2000 | IJCNN | Optimization of Hierarchical Neural Fuzzy Models. | Ricardo J. G. B. Campello, Wagner C. Amaral |