Max Planck Institute for Molecular Genetics
Department of Computational Molecular Biology
Doctoral Student
Mailing address:
Max Planck Institute for Molecular Genetics
Department Computational Molecular Biology
Ihnestrasse 69-73
D-14195 Berlin, Germany
Visiting address:
Max Planck Institute for Molecular Genetics
Department Computational Molecular Biology
Tower 4: 2.116 T4
Ihnestrasse 69-73
D-14195 Berlin, Germany
Phone: +49-30-8413-1178
Fax: +49-30-8413-1176
E-mail: filho@molgen.mpg.de
I obtained my M.Sc. and B.Sc. degrees in computer science at the Universidade Federal de Pernambuco, Brazil. I joined the Algorithmics group in 2004, and completed my Ph.D.in 2008. My research interests are in the area of classification and clustering, as well as applications of these in transcriptomics and analysis of heterogeneous data.
Since January 2009 I am Professor Adjunto (Assistant professor) at the Center of Informatics, Federal University of Pernambuco in Brasil. My new homepage is www.cin.ufpe.br/~igcf.
July 21, 2008. Inferring Differentiation Pathways from Gene Expression.. Contributed Talk at International Conference of Intelligent Systems for Molecular Biology, Toronto, Canada.
Aug. 29, 2007. Validating Gene Clusterings by Selecting Informative Gene Ontology Terms with Mutual Information. Contributed Talk at Brazilian Symposium on Bioinformatics
Sept. 18, 2006. On the Feasibility of Heterogeneous Analysis of Large Scale Biological Data. Contributed Talk at ECML Workshop on Data and Text Mining for Integrative Biology
Aug. 8, 2006. Gene Expression Trees in Blood Cell Development. Contributed Talk at Plos Track of the International Conference on Intelligent Systems for Molecular Biology
Jan. 13, 2006. Clustering of Gene Expression Time-courses: Methods and Validity of Solutions. Invited Talk at Bioinformatics Working Seminar of the Max Planck Institute of Molecular Plant Physiology
B. Georgi, I. Gesteira Costa, and I. Schliep PyMix - The Python mixture package - a tool for clustering of heterogeneous biological data. BMC Bioinformatics 2010, Vol. 11, Number 9
I. G. Costa, A. Schönhuth, C. Hafemeister, and A. Schliep Constrained Mixture Estimation for Analysis and Robust Classification of Clinical Time Series. (ISMB 2009) Bioinformatics 2009, Vol. 12, Number 25, Pages i6-14
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. 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. Proceedings of the International Joint Conference on Neural Networks, IEEE Computer Society, 2008
I. G. Costa, S. Roepcke, C. Hafemeister, and A. Schliep Inferring differentiation pathways from gene expression. Bioinformatics 2008, Vol. 24, Number 13, Pages i156-164
DrosophilaDevelopment: Gene regulation during early Drosophila development.
CellDiff: Understanding transcriptional regulation in cell differentiation.