The area under the ROC curve as a measure of clustering quality
- Creator: Jaskowiak, Pablo A. , Costa, Ivan G. , Campello, Ricardo J. G. B.
- Resource Type: journal article
- Date: 2022
Similarity-Based Unsupervised Evaluation Of Outlier Detection
- Creator: Marques, Henrique O. , Zimek, Arthur , Campello, Ricardo J. G. B. , Sander, Jörg
- Resource Type: conference paper
- Date: 2022
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
- Creator: Campos, Guilherme O. , Zimek, Arthur , Sander, Jörg , Campello, Ricardo J. G. B. , Micenková, Barbora , Schubert, Erich , Assent, Ira , Houle, Michael E.
- Resource Type: journal article
- Date: 2016
Non-parametric semi-supervised Learning by Bayesian label distribution propagation
- Creator: Gøttcke, Jonatan Møller Nuutinen , Zimek, Arthur , Campello, Ricardo J. G. B.
- Resource Type: conference paper
- Date: 2021
Model-based clustering with HDBSCAN*
- Creator: Strobl, Micahel , Sander, Jörg , Campello, Ricardo J. G. B. , Zaïane, Osmar
- Resource Type: conference paper
- Date: 2021
Hierarchical density-based clustering using MapReduce
- Creator: dos Santos, Joelson Antonio , Syed, Talat Iqbal , Naldi, Murilo C. , Campello, Ricardo J. G. B. , Sander, Joerg
- Resource Type: journal article
- Date: 2021
Efficient computation and visualization of multiple density-based clustering hierarchies
- Creator: Neto, Antonio Cavalcante Araujo , Sander, Jörg , Campello, Ricardo J. G. B. , Nascimento, Mario A.
- Resource Type: journal article
- Date: 2021
Density-based clustering
- Creator: Campello, Ricardo J. G. B. , Kröger, Peer , Sander, Jörg , Zimek, Arthur
- Resource Type: journal article
- Date: 2020
CORE-SG: Efficient Computation of Multiple MSTs for Density-Based Methods
- Creator: Neto, Antonio Cavalcante Araujo , Naldi, Murilo Coelho , Campello, Ricardo J. G. B. , Sander, Jörg
- Resource Type: conference paper
- Date: 2022
Combining semantic and term frequency similarities for text clustering
- Creator: Soares, Victo Hugo Andrade , Campello, Ricardo J. G. B. , Nourashrafeddin, Seyednaser , Milios, Evangelos , Naldi, Murilo Coelho
- Resource Type: journal article
- Date: 2019
Boosting collaborative filtering with an ensemble of co-trained recommenders
- Creator: da Costa, Arthur F. , Manzato, Marcelo G. , Campello, Ricardo J. G. B.
- Resource Type: journal article
- Date: 2019
A unified view of density-based methods for semi-supervised clustering and classification
- Creator: Castro Gertrudes, Jason , Zimek, Arthur , Sander, Jörg , Campello, Ricardo J. G. B.
- Resource Type: journal article
- Date: 2019
A systematic comparative evaluation of biclustering techniques
- Creator: Padilha, Victor A. , Campello, Ricardo J. G. B.
- Resource Type: journal article
- Date: 2017
A modularity-based measure for cluster selection from clustering hierarchies
- Creator: dos Anjos, Francisco de Assis Rodrigues , Gertrudes, Jadson Castro , Sander, Jörg , Campello, Ricardo J. G. B.
- Resource Type: conference paper
- Date: 2019