Pablo Andretta Jaskowiak
CV Lattes
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Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC) (Institutional affiliation for the last research proposal) Birthplace: Brazil
graduation at Bacharelado em Informática from Universidade Estadual do Oeste do Paraná (2008), master's at Computer Science from Universidade de São Paulo (2011) and doctorate at Computer Science from Universidade de São Paulo (2015). Has experience in Computer Science, focusing on Computer Science (Source: Lattes Curriculum)
- Gene selection and Outliers in microarray data, BE.EP.DR
Abstract
Microarray technology enables expression level measurement of thousands of genes in a parallel fashion. The genomic picture obtained with microarrays may help researchers to gather knowledge and insight about diverse biological phenomena. Microarray data, the so-called gene expression data, allows different kinds of analysis, such as patient sample classification, which is usually relat...
| 1 / 1 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 2 / 2 | All Scholarships |
| Associated processes | |
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
| Publications | 5 |
| Citations | 85 |
| Cit./Article | 17.0 |
| Data from Web of Science | |
JASKOWIAK, PABLO ANDRETTA; COSTA, IVAN G.; CAMPELLO, RICARDO J. G. B.. Clustering of RNA-Seq samples: Comparison study on cancer data. METHODS, v. 132, p. 42-49, JAN 1 2018. Web of Science Citations: 3. (11/04247-5)
JASKOWIAK, PABLO A.; CAMPELLO, RICARDO J. G. B.; COSTA, IVAN G.. On the selection of appropriate distances for gene expression data clustering. BMC Bioinformatics, v. 15, n. 2, JAN 24 2014. Web of Science Citations: 37. (11/04247-5, 12/15751-9)
DE SOUTO, MARCILIO C. P.; JASKOWIAK, PABLO A.; COSTA, IVAN G.. Impact of missing data imputation methods on gene expression clustering and classification. BMC Bioinformatics, v. 16, FEB 26 2015. Web of Science Citations: 19. (11/04247-5)
JASKOWIAK, PABLO A.; CAMPELLO, RICARDO J. G. B.; COSTA, IVAN G.. Proximity Measures for Clustering Gene Expression Microarray Data: A Validation Methodology and a Comparative Analysis. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 10, n. 4, p. 845-857, JUL-AUG 2013. Web of Science Citations: 18. (11/04247-5)
JASKOWIAK, PABLO A.; MOULAVI, DAVOUD; FURTADO, ANTONIO C. S.; CAMPELLO, RICARDO J. G. B.; ZIMEK, ARTHUR; SANDER, JOERG. On strategies for building effective ensembles of relative clustering validity criteria. KNOWLEDGE AND INFORMATION SYSTEMS, v. 47, n. 2, p. 329-354, MAY 2016. Web of Science Citations: 8. (10/20032-6, 11/04247-5, 12/15751-9)
(References retrieved automatically from State of São Paulo Research Institutions)
JASKOWIAK, Pablo Andretta. Sobre a avaliação de resultados de agrupamento: medidas, comitês e análise de dados de expressão gênica. 2015. Tese (Doutorado) – Instituto de Ciências Matemáticas e de Computação. Universidade de São Paulo (USP). São Carlos.