Publications of Ivan G. Costa

Costa, I. G.; Roepcke, S.; Hafemeister, C.; Schliep, A.: Inferring differentiation pathways from gene expression. Bioinformatics 24 (13), pp. i56 - 164 (2008)

Schliep, A.; Costa, I. G.; Steinhoff, C.; Schonhuth, A.: Analyzing Gene Expression Time-Courses IEEE/ACM Transactions on Computational Biology and Bioinformatics. Special Issue on Machine Learning for Bioinformatics, pp. 179 - 193 (2005)

Costa, I. G.; Schoenhuth, A.; Schliep, A.: The Graphical Query Language: a tool for analysis of gene expression time-courses. Bioinformatics 21 (10), pp. 2544 - 2545 (2005)

Comparative study on normalization procedures for cluster analysis of gene expression datasets. (IEEE World Congress on Computational Intelligence, Hong Kong, June 01, 2008 - June 08, 2008. International Joint Conference on Neural Networks, Hong Kong), (2008), Hong Kong (2008)

Semi-supervised learning for the identification of syn-expressed genes from fused microarray and in situ image data. Neural Information Processing Systems (NIPS) workshop on New Problems and Methods in Computational Biology, Whistler, Canada, December 08, 2006. BioMed Central Ltd., Whistler, Canada (2007), S1-S8 pp.

de Souto, M. C.P.; Prudencio, R. B.C.; Soares, R. G.F.; de Araujo, D. S.A.; Costa, I.; Ludermir, T. ..; Schliep, A.: Ranking and selecting clustering algorithms using a meta-learning approach. In: Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on, pp. 3729 - 3735. (IEEE World Congress on Computational Intelligence, Hong Kong, June 01, 2008 - June 08, 2008. (2008)

Lorena, A. C.; Costa, I. G.; de Souto, M. C. P.: On the Complexity of Gene Expression Classification Data Sets. In: Hybrid Intelligent Systems, 2008. HIS '08. Eighth International Conference on, pp. 825 - 830. Eighth International Conference on Hybrid Intelligent Systems, Barcelona, Spain, September 10, 2008 - September 12, 2008. IEEE (2008)

Validating Gene Clusterings by Selecting Informative Gene Ontology Terms with Mutual Information. Springer, Berlin/Heidelberg