Ricardo J. G. B. Campello
Ricardo J. G. B. Campello
Full Professor, School of Mathematical and Physical Sciences, University of Newcastle
Verified email at newcastle.edu.au - Homepage
Title
Cited by
Cited by
Year
A survey of evolutionary algorithms for clustering
ER Hruschka, RJGB Campello, AA Freitas, ACPLF De Carvalho
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE …, 2009
6952009
Density-based clustering based on hierarchical density estimates
RJGB Campello, D Moulavi, J Sander
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 160-172, 2013
5232013
Relative clustering validity criteria: A comparative overview
L Vendramin, RJGB Campello, ER Hruschka
Statistical Analysis and Data Mining 3 (4), 209-235, 2010
2982010
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
GO Campos, A Zimek, J Sander, RJGB Campello, B Micenková, ...
Data Mining and Knowledge Discovery, 1-37, 2016
2892016
Hierarchical density estimates for data clustering, visualization, and outlier detection
RJGB Campello, D Moulavi, A Zimek, J Sander
ACM Transactions on Knowledge Discovery from Data (TKDD) 10 (1), 1-51, 2015
2642015
Ensembles for unsupervised outlier detection: challenges and research questions a position paper
A Zimek, RJGB Campello, J Sander
ACM SIGKDD Explorations Newsletter 15 (1), 11-22, 2014
2032014
A fuzzy extension of the silhouette width criterion for cluster analysis
R Campello, ER Hruschka
Fuzzy Sets and Systems 157 (21), 2858-2875, 2006
1992006
Evolving clusters in gene-expression data
ER Hruschka, RJGB Campello, LN De Castro
Information Sciences 176 (13), 1898-1927, 2006
1902006
A fuzzy extension of the Rand index and other related indexes for clustering and classification assessment
RJGB Campello
Pattern Recognition Letters 28 (7), 833-841, 2007
1522007
Subsampling for efficient and effective unsupervised outlier detection ensembles
A Zimek, M Gaudet, RJGB Campello, J Sander
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
1392013
Optimal Expansions of Discrete-Time Volterra Models using Laguerre Functions
RJGB Campello, G Favier, WC Amaral
IFAC Symposium on System Identification, 1844-1849, 2003
1372003
On the comparison of relative clustering validity criteria
L Vendramin, R Campello, ER Hruschka
Proceedings of the SIAM International Conference on Data Mining, SIAM, 733-744, 2009
1342009
Optimal expansions of discrete-time Volterra models using Laguerre functions
RJGB Campello, G Favier, WC Do Amaral
Automatica 40 (5), 815-822, 2004
1292004
On the Selection of appropriate distances for gene expression data clustering
PA Jaskowiak, RJGB Campello, IG Costa
BMC Bioinformatics 15 (Suppl 2), S2, 2014
1092014
Efficiency issues of evolutionary k-means
MC Naldi, RJGB Campello, ER Hruschka, A Carvalho
Applied Soft Computing 11 (2), 1938-1952, 2011
1012011
Density-based clustering validation
D Moulavi, PA Jaskowiak, R Campello, A Zimek, J Sander
Proceedings of the 14th SIAM International Conference on Data Mining (SDM …, 2014
922014
Collaborative fuzzy clustering algorithms: Some refinements and design guidelines
LFS Coletta, L Vendramin, ER Hruschka, RJGB Campello, W Pedrycz
IEEE Transactions on Fuzzy Systems 20 (3), 444-462, 2012
862012
Evolutionary algorithms for clustering gene-expression data
ER Hruschka, LN de Castro, RJGB Campello
Data Mining, 2004. ICDM'04. Fourth IEEE International Conference on, 403-406, 2004
782004
On the efficiency of evolutionary fuzzy clustering
RJGB Campello, ER Hruschka, VS Alves
Journal of Heuristics 15 (1), 43-75, 2009
622009
Cluster ensemble selection based on relative validity indexes
MC Naldi, A Carvalho, R Campello
Data Mining and Knowledge Discovery 27 (2), 259-289, 2013
612013
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