Computational Intelligence Algorithms and DNA Microarrays -- Inferring Gene Regulatory Networks from Expression Data -- Belief Networks for Bioinformatics -- Swarm Intelligence Algorithms in Bioinformatics -- Time Course Gene Expression Classification with Time Lagged Recurrent Neural Network -- Tree-Based Algorithms for Protein Classification -- Covariance-Model-Based RNA Gene Finding: Using Dynamic Programming versus Evolutionary Computing -- Fuzzy Classification for Gene Expression Data Analysis -- Towards the Enhancement of Gene Selection Performance -- Saccharomyces pombe and Saccharomyces cerevisiae Gene Regulatory Network Inference Using the Fuzzy Logic Network -- Multivariate Regression Applied to Gene Expression Dynamics -- The Amine System Project: Systems Biology in Practice -- DNA Encoding Methods in the Field of DNA Computing.