The area under the ROC curve as a measure of clustering quality

- Jaskowiak, Pablo A., Costa, Ivan G., Campello, Ricardo J. G. B.

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

- Campos, Guilherme O., Zimek, Arthur, Sander, Jörg, Campello, Ricardo J. G. B., Micenková, Barbora, Schubert, Erich, Assent, Ira, Houle, Michael E.

Non-parametric semi-supervised Learning by Bayesian label distribution propagation

- Gøttcke, Jonatan Møller Nuutinen, Zimek, Arthur, Campello, Ricardo J. G. B.

Model-based clustering with HDBSCAN*

- Strobl, Micahel, Sander, Jörg, Campello, Ricardo J. G. B., Zaïane, Osmar

Hierarchical density-based clustering using MapReduce

- dos Santos, Joelson Antonio, Syed, Talat Iqbal, Naldi, Murilo C., Campello, Ricardo J. G. B., Sander, Joerg

Efficient computation and visualization of multiple density-based clustering hierarchies

- Neto, Antonio Cavalcante Araujo, Sander, Jörg, Campello, Ricardo J. G. B., Nascimento, Mario A.

Density-based clustering

- Campello, Ricardo J. G. B., Kröger, Peer, Sander, Jörg, Zimek, Arthur

CORE-SG: Efficient Computation of Multiple MSTs for Density-Based Methods

- Neto, Antonio Cavalcante Araujo, Naldi, Murilo Coelho, Campello, Ricardo J. G. B., Sander, Jörg

Combining semantic and term frequency similarities for text clustering

- Soares, Victo Hugo Andrade, Campello, Ricardo J. G. B., Nourashrafeddin, Seyednaser, Milios, Evangelos, Naldi, Murilo Coelho

Boosting collaborative filtering with an ensemble of co-trained recommenders

- da Costa, Arthur F., Manzato, Marcelo G., Campello, Ricardo J. G. B.

A unified view of density-based methods for semi-supervised clustering and classification

- Castro Gertrudes, Jason, Zimek, Arthur, Sander, Jörg, Campello, Ricardo J. G. B.

A systematic comparative evaluation of biclustering techniques

- Padilha, Victor A., Campello, Ricardo J. G. B.

A modularity-based measure for cluster selection from clustering hierarchies

- dos Anjos, Francisco de Assis Rodrigues, Gertrudes, Jadson Castro, Sander, Jörg, Campello, Ricardo J. G. B.