GO-WAR: A Tool for Mining Weighted Association Rules from Gene Ontology Annotations.- Extended Spearman and Kendall Coefficients for Gene Annotation List Correlation.- Statistical analysis of protein structural features: relationships and PCA grouping.- Consensus Clustering in Gene Expression.- Automated Detection of Fluorescent Probes in Molecular Imaging.- Applications of network-based survival analysis methods for pathways detection in cancer.- A New Feature Selection methodology for K-mers representation of DNA sequences.- The General Regression Neural Network to Classify Barcode and mini-barcode DNA.- Computational pipeline to annotate transcripts and assembled reads from RNA-Seq data.- Application of a New Ridge Estimator of the Inverse Covariance Matrix to the Reconstruction of Gene-Gene Interaction Networks.