Microarrays -- Highlighting Differential Gene Expression between Two Condition Microarrays through Heterogeneous Genomic Data: Application to Lesihmania infantum Stages Comparison -- An Experimental Evaluation of a Novel Stochastic Method for Iterative Class Discovery on Real Microarray Datasets -- Automatic Workflow during the Reuse Phase of a CBP System Applied to Microarray Analysis -- A Comparative Study of Microarray Data Classification Methods Based on Ensemble Biological Relevant Gene Sets -- Data Mining and Data Integration -- Predicting the Start of Protein ?-Helices Using Machine Learning Algorithms -- A Data Mining Approach for the Detection of High-Risk Breast Cancer Groups -- GRASP for Instance Selection in Medical Data Sets -- Expanding Gene-Based PubMed Queries -- Improving Cross Mapping in Biomedical Databases -- An Efficient Multi-class Support Vector Machine Classifier for Protein Fold Recognition -- Feature Selection Using Multi-Objective Evolutionary Algorithms: Application to Cardiac SPECT Diagnosis -- Phylogenetics and Sequence Analysis -- Two Results on Distances for Phylogenetic Networks -- Cramér Coefficient in Genome Evolution -- An Application for Studying Tandem Repeats in Orthologous Genes -- Accurate Selection of Models of Protein Evolution -- Scalable Phylogenetics through Input Preprocessing -- The Median of the Distance between Two Leaves in a Phylogenetic Tree -- In Silico AFLP: An Application to Assess What Is Needed to Resolve a Phylogeny -- Employing Compact Intra-genomic Language Models to Predict Genomic Sequences and Characterize Their Entropy -- Biomedical Applications -- Structure Based Design of Potential Inhibitors of Steroid Sulfatase -- Agent-Based Model of the Endocrine Pancreas and Interaction with Innate Immune System -- State-of-the-Art Genetic Programming for Predicting Human Oral Bioavailability of Drugs -- Pharmacophore-Based Screening as a Clue for the Discovery of New P-Glycoprotein Inhibitors -- Bioinformatics Applications -- e-BiMotif: Combining Sequence Alignment and Biclustering to Unravel Structured Motifs -- Applying a Metabolic Footprinting Approach to Characterize the Impact of the Recombinant Protein Production in Escherichia coli -- Rbbt: A Framework for Fast Bioinformatics Development with Ruby -- Analysis of the Effect of Reversibility Constraints on the Predictions of Genome-Scale Metabolic Models -- Enhancing Elementary Flux Modes Analysis Using Filtering Techniques in an Integrated Environment -- Genome Visualization in Space -- A Hybrid Scheme to Solve the Protein Structure Prediction Problem.