Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Chapter 1 Automatic Task Decomposition for the NeuroEvolution of Augmenting Topologies (NEAT) Algorithm

Chapter 2 Evolutionary Reaction Systems

Chapter 3 Optimizing the Edge Weights in Optimal Assignment Methods for Virtual Screening with Particle Swarm Optimization

Chapter 4 Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm

Chapter 5 Understanding Zooplankton Long Term Variability through Genetic Programming

Chapter 6 Inferring Disease-Related Metabolite Dependencies with a Bayesian Optimization Algorithm

Chapter 7 A GPU-Based Multi-swarm PSO Method for Parameter Estimation in Stochastic Biological Systems Exploiting Discrete-Time Target Series

Chapter 8 Tracking the Evolution of Cooperation in Complex Networked Populations

Chapter 9 GeNet: A Graph-Based Genetic Programming Framework for the Reverse Engineering of Gene Regulatory Networks

Chapter 10 Comparing Multiobjective Artificial Bee Colony Adaptations for Discovering DNA Motifs

Chapter 11 The Role of Mutations in Whole Genome Duplication

Chapter 12 Comparison of Methods for Meta-dimensional Data Analysis Using in Silico and Biological Data Sets

Chapter 13 Inferring Phylogenetic Trees Using a Multiobjective Artificial Bee Colony Algorithm

Chapter 14 Prediction of Mitochondrial Matrix Protein Structures Based on Feature Selection and Fragment Assembly

Chapter 15 Feature Selection for Lung Cancer Detection Using SVM Based Recursive Feature Elimination Method

Chapter 16 Measuring Gene Expression Noise in Early Drosophila Embryos: The Highly Dynamic Compartmentalized Micro-environment of the Blastoderm Is One of the Main Sources of Noise

Chapter 17 Artificial Immune Systems Perform Valuable Work When Detecting Epistasis in Human Genetic Datasets

Chapter 18 A Biologically Informed Method for Detecting Associations with Rare Variants

Chapter 19 Complex Detection in Protein-Protein Interaction Networks: A Compact Overview for Researchers and Practitioners

Chapter 20 Short-Range Interactions and Decision Tree-Based Protein Contact Map Predictor

Chapter 21 A NSGA-II Algorithm for the Residue-Residue Contact Prediction

Chapter 22 In Silico Infection of the Human Genome

Chapter 23 Improving Phylogenetic Tree Interpretability by Means of Evolutionary Algorithms