Pablo A. Jaskowiak

According to our database, Pablo A. Jaskowiak authored at least 14 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Clustering Validation with The Area Under Precision-Recall Curves.

Pablo Andretta Jaskowiak, Ivan Gesteira Costa

CoRR, 2023

2022

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

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

Data Min. Knowl. Discov., 2022

2016

On strategies for building effective ensembles of relative clustering validity criteria.

Pablo A. Jaskowiak, Davoud Moulavi, Antonio C. S. Furtado, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander

Knowl. Inf. Syst., 2016

2015

Sobre a avaliação de resultados de agrupamento: medidas, comitês e análise de dados de expressão gênica.

Pablo Andretta Jaskowiak

PhD thesis, 2015

Impact of missing data imputation methods on gene expression clustering and classification.

Marcílio Carlos Pereira de Souto, Pablo A. Jaskowiak, Ivan G. Costa

BMC Bioinform., 2015

A Cluster Based Hybrid Feature Selection Approach.

Pablo A. Jaskowiak, Ricardo J. G. B. Campello

Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014

A framework for bottom-up induction of oblique decision trees.

Rodrigo C. Barros, Pablo A. Jaskowiak, Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho

Neurocomputing, 2014

On the selection of appropriate distances for gene expression data clustering.

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

BMC Bioinform., 2014

Density-Based Clustering Validation.

Davoud Moulavi, Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013

Proximity Measures for Clustering Gene Expression Microarray Data: A Validation Methodology and a Comparative Analysis.

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

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

On the combination of relative clustering validity criteria.

Lucas Vendramin, Pablo A. Jaskowiak, Ricardo J. G. B. Campello

Proceedings of the Conference on Scientific and Statistical Database Management, 2013

2012

Evaluating Correlation Coefficients for Clustering Gene Expression Profiles of Cancer.

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

Proceedings of the Advances in Bioinformatics and Computational Biology, 2012

2011

A bottom-up oblique decision tree induction algorithm.

Rodrigo C. Barros, Ricardo Cerri, Pablo A. Jaskowiak, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010

A Comparative Study on the Use of Correlation Coefficients for Redundant Feature Elimination.

Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Thiago F. Covoes, Eduardo R. Hruschka

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010