Department of Computer Science
 Rutgers University

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Marcilio C. Pereira de Souto

Alumn
Guest

E-mail: marcilio.souto@molgen.mpg.de

 
 
 
 
 
 

I'm a lecturer in the Department of Informatics and Applied Mathematics of Federal University of Rio Grande do Norte at Natal, Brazil. Currently, I am in a guest researcher at the Max Planck Institute for Molecular Genetic, Berlin, Germany. I worked also as a research at the Computational Intelligence Laboratory of University of São Paulo at São Carlos and as a visiting lecturer in the Centre of Informatics of Federal University of Pernambuco, Recife. I studied for a PhD in Electrical Engineering at Imperial College, London, UK.

Recent publications

M.C.P. de Souto, D.A.S. Araujo, I.G. Costa, R.G.F. Soares, T.B. Ludermir and A. Schliep Comparative Study on Normalization Procedures for Cluster Analysis of Gene Expression Datasets. In Proceedings of the International Joint Conference on Neural Networks, IEEE Computer Society, 2008.

M.C.P. de Souto, R.B.C. Prudencio, R.G.F. Soares, D.A.S. Araujo, I.G. Costa, T.B. Ludermir and A. Schliep Ranking and Selecting Clustering Algorithms Using a Meta-learning Approach. In Proceedings of the International Joint Conference on Neural Networks, IEEE Computer Society, 2008.

M. de Souto, I.G. Costa, D. de Araujo, T. Ludermir and A. Schliep Clustering cancer gene expression data: a comparative study. BMC Bioinformatics 2008, 9:1, 497.

I.G. Costa, M.C.P. de Souto and A. Schliep Validating Gene Clusterings by Selecting Informative Gene Ontology Terms with Mutual Information. In Advances in Bioinformatics and Computational Biology, Proceedings of the Brazilian Symposium on Bioinformatics, Springer Verlag, 81–92, 2007.

I.G. Costa, F.A.T.D. Carvalho and M.C.P.D. Souto Comparative Analysis of Clustering Methods for Gene Expression Time Course Data. Genetics and Molecular Biology 2004, 27:4, 623–631.