On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study von Campos, Guilherme O., Zimek, Arthur, Sander, Jörg, Campello, Ricardo J. G. B., Micenková, Barbora, Schubert, Erich, Assent, Ira, Houle, Michael E.

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A systematic comparative evaluation of biclustering techniques von Padilha, Victor A, Campello, Ricardo J G B

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On the selection of appropriate distances for gene expression data clustering von Jaskowiak, Pablo A, Campello, Ricardo J G B, Costa, Ivan G

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Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection von Campello, Ricardo J. G. B., Moulavi, Davoud, Zimek, Arthur, Sander, Jörg

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On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles von Marques, Henrique O., Swersky, Lorne, Sander, Jörg, Campello, Ricardo J. G. B., Zimek, Arthur

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The area under the ROC curve as a measure of clustering quality von Jaskowiak, Pablo A., Costa, Ivan G., Campello, Ricardo J. G. B.

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Density‐based clustering von Campello, Ricardo J. G. B., Kröger, Peer, Sander, Jörg, Zimek, Arthur

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A Survey of Evolutionary Algorithms for Clustering von Hruschka, E.R., Campello, R.J.G.B., Freitas, A.A., de Carvalho, A.C.P.L.F.

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Collaborative Fuzzy Clustering Algorithms: Some Refinements and Design Guidelines von Coletta, L. F. S., Vendramin, L., Hruschka, E. R., Campello, R. J. G. B., Pedrycz, W.

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A unified view of density-based methods for semi-supervised clustering and classification von Castro Gertrudes, Jadson, Zimek, Arthur, Sander, Jörg, Campello, Ricardo J. G. B.

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Density-Based Clustering Based on Hierarchical Density Estimates von Campello, Ricardo J. G. B., Moulavi, Davoud, Sander, Joerg

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Clustering of RNA-Seq samples: Comparison study on cancer data von Jaskowiak, Pablo Andretta, Costa, Ivan G., Campello, Ricardo J.G.B.

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Boosting collaborative filtering with an ensemble of co-trained recommenders von da Costa, Arthur F., Manzato, Marcelo G., Campello, Ricardo J.G.B.

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Efficient Computation and Visualization of Multiple Density-Based Clustering Hierarchies von Neto, Antonio Cavalcante Araujo, Sander, Jorg, Campello, Ricardo J. G. B., Nascimento, Mario A.

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Pre-processing approaches for collaborative filtering based on hierarchical clustering von de Aguiar Neto, Fernando S., da Costa, Arthur F., Manzato, Marcelo G., Campello, Ricardo J.G.B.

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Evaluating outlier probabilities: assessing sharpness, refinement, and calibration using stratified and weighted measures von Röchner, Philipp, Marques, Henrique O., Campello, Ricardo J. G. B., Zimek, Arthur

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Similarity Measures for Comparing Biclusterings von Horta, Danilo, Campello, Ricardo J.G.B.

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Asymmetric Volterra Models Based on Ladder-Structured Generalized Orthonormal Basis Functions von Machado, Jeremias B., Campello, Ricardo J. G. B., Amaral, Wagner C.

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Automatic aspect discrimination in data clustering von Horta, Danilo, Campello, Ricardo J.G.B.

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Internal Evaluation of Unsupervised Outlier Detection von Marques, Henrique O., Campello, Ricardo J. G. B., Sander, Jörg, Zimek, Arthur

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