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GENESHIFT: A Nonparametric Approach for Integrating Microarray Gene Expression Data Based on the Inner Product as a Distance Measure between the Distributions of Genes.

C. Lazar, J. Taminau, S. Meganck, D. Steenhoff, A. Coletta, D. Solís, C. Molter, R. Duque, H. Bersini, and A. Nowé. IEEE/ACM Trans. Comput. Biology Bioinform., 10 (2): 383-392 (2013)

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Validation of Merging Techniques for Cancer Microarray Data Sets.J. Taminau, S. Meganck, D. Solís, W. van Staveren, G. Dom, D. Venet, H. Bersini, V. Detours, and A. Nowé. Austr. J. Intelligent Information Processing Systems, (2009)Unlocking the potential of publicly available microarray data using inSilicoDb and inSilicoMerging R/Bioconductor packages.J. Taminau, S. Meganck, C. Lazar, D. Steenhoff, A. Coletta, C. Molter, R. Duque, V. de Schaetzen, D. Solís, H. Bersini and 1 other author(s). BMC Bioinformatics, (2012)Sequential Application of Feature Selection and Extraction for Predicting Breast Cancer Aggressiveness.J. Taminau, S. Meganck, C. Lazar, D. Solís, A. Coletta, N. Walker, H. Bersini, and A. Nowé. CSBio, volume 115 of Communications in Computer and Information Science, page 46-57. Springer, (2010)A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis.C. Lazar, J. Taminau, S. Meganck, D. Steenhoff, A. Coletta, C. Molter, V. de Schaetzen, R. Duque, H. Bersini, and A. Nowé. IEEE/ACM Trans. Comput. Biology Bioinform., 9 (4): 1106-1119 (2012)GENESHIFT: A Nonparametric Approach for Integrating Microarray Gene Expression Data Based on the Inner Product as a Distance Measure between the Distributions of Genes.C. Lazar, J. Taminau, S. Meganck, D. Steenhoff, A. Coletta, D. Solís, C. Molter, R. Duque, H. Bersini, and A. Nowé. IEEE/ACM Trans. Comput. Biology Bioinform., 10 (2): 383-392 (2013)inSilicoDb: an R/Bioconductor package for accessing human Affymetrix expert-curated datasets from GEO.J. Taminau, D. Steenhoff, A. Coletta, S. Meganck, C. Lazar, V. de Schaetzen, R. Duque, C. Molter, H. Bersini, A. Nowé and 1 other author(s). Bioinformatics, 27 (22): 3204-3205 (2011)GA(M)E-QSAR: A Novel, Fully Automatic Genetic-Algorithm-(Meta)-Ensembles Approach for Binary Classification in Ligand-Based Drug Design.Y. Pérez-Castillo, C. Lazar, J. Taminau, M. Froeyen, M. Cabrera-Pérez, and A. Nowé. Journal of Chemical Information and Modeling, 52 (9): 2366-2386 (2012)Batch effect removal methods for microarray gene expression data integration: a survey.C. Lazar, S. Meganck, J. Taminau, D. Steenhoff, A. Coletta, C. Molter, D. Solís, R. Duque, H. Bersini, and A. Nowé. Briefings in Bioinformatics, 14 (4): 469-490 (2013)Multi-colony ACO and Rough Set Theory to Distributed Feature Selection Problem.Y. Gómez, R. Bello, A. Nowé, E. Casanovas, and J. Taminau. IWANN (2), volume 5518 of Lecture Notes in Computer Science, page 458-461. Springer, (2009)

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