Pablo A. Jaskowiak

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 2

Top Topics

Gene Expression

Proximity Measures

Clustering Validity

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Pablo A. Jaskowiak, Ivan G. Costa, Ricardo J. G. B. Campello
The area under the ROC curve as a measure of clustering quality. Data Min. Knowl. Discov. 36 (3) (2022)
Pablo A. Jaskowiak, Davoud Moulavi, Antonio C. S. Furtado, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander
On strategies for building effective ensembles of relative clustering validity criteria. Knowl. Inf. Syst. 47 (2) (2016)
Marcílio Carlos Pereira de Souto, Pablo A. Jaskowiak, Ivan G. Costa
Impact of missing data imputation methods on gene expression clustering and classification. BMC Bioinform. 16 (2015)
Pablo A. Jaskowiak, Ricardo J. G. B. Campello
A Cluster Based Hybrid Feature Selection Approach. BRACIS (2015)
Davoud Moulavi, Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander
Density-Based Clustering Validation. SDM (2014)
Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Ivan G. Costa
On the selection of appropriate distances for gene expression data clustering. BMC Bioinform. 15 (S-2) (2014)
Rodrigo C. Barros, Pablo A. Jaskowiak, Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho
A framework for bottom-up induction of oblique decision trees. Neurocomputing 135 (2014)
Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Ivan G. Costa
Proximity Measures for Clustering Gene Expression Microarray Data: A Validation Methodology and a Comparative Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (4) (2013)
Lucas Vendramin, Pablo A. Jaskowiak, Ricardo J. G. B. Campello
On the combination of relative clustering validity criteria. SSDBM (2013)
Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Ivan G. Costa
Evaluating Correlation Coefficients for Clustering Gene Expression Profiles of Cancer. BSB (2012)
Rodrigo C. Barros, Ricardo Cerri, Pablo A. Jaskowiak, André Carlos Ponce de Leon Ferreira de Carvalho
A bottom-up oblique decision tree induction algorithm. ISDA (2011)
Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Thiago F. Covoes, Eduardo R. Hruschka
A Comparative Study on the Use of Correlation Coefficients for Redundant Feature Elimination. SBRN (2010)