Selected Articles -- Multi-label Hierarchical Classification of Protein Functions with Artificial Immune Systems -- Operon Prediction in Bacterial Genomes -- An Evaluation of the Impact of Side Chain Positioning on the Accuracy of Discrete Models of Protein Structures -- Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions -- A Hybrid Method for the Protein Structure Prediction Problem -- Detecting Statistical Covariations of Sequence Physicochemical Properties -- Molecular Models to Emulate Confinement Effects on the Internal Dynamics of Organophosphorous Hydrolase -- On the Toric Graph as a Tool to Handle the Problem of Sorting by Transpositions -- A Customized Class of Functions for Modeling and Clustering Gene Expression Profiles in Embryonic Stem Cells -- Extracting Information from Flexible Receptor-Flexible Ligand Docking Experiments -- Transposition Distance Based on the Algebraic Formalism -- Using BioAgents for Supporting Manual Annotation on Genome Sequencing Projects -- Application of Genetic Algorithms to the Genetic Regulation Problem -- Tests for Gene Clusters Satisfying the Generalized Adjacency Criterion -- Extended Abstracts -- Identity Transposon Networks in D. melanogaster -- Prediction of Protein-Protein Binding Hot Spots: A Combination of Classifiers Approach -- AGN Simulation and Validation Model -- A Practical Evaluation of BioProvider -- Evaluation of Models for the Recognition of Hadwritten Digits in Medical Forms.