Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics: 10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012. Proceedings

Front Matter....Pages -
Automatic Task Decomposition for the NeuroEvolution of Augmenting Topologies (NEAT) Algorithm....Pages 1-12
Evolutionary Reaction Systems....Pages 13-25
Optimizing the Edge Weights in Optimal Assignment Methods for Virtual Screening with Particle Swarm Optimization....Pages 26-37
Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm....Pages 38-49
Understanding Zooplankton Long Term Variability through Genetic Programming....Pages 50-61
Inferring Disease-Related Metabolite Dependencies with a Bayesian Optimization Algorithm....Pages 62-73
A GPU-Based Multi-swarm PSO Method for Parameter Estimation in Stochastic Biological Systems Exploiting Discrete-Time Target Series....Pages 74-85
Tracking the Evolution of Cooperation in Complex Networked Populations....Pages 86-96
GeNet: A Graph-Based Genetic Programming Framework for the Reverse Engineering of Gene Regulatory Networks....Pages 97-109
Comparing Multiobjective Artificial Bee Colony Adaptations for Discovering DNA Motifs....Pages 110-121
The Role of Mutations in Whole Genome Duplication....Pages 122-133
Comparison of Methods for Meta-dimensional Data Analysis Using in Silico and Biological Data Sets....Pages 134-143
Inferring Phylogenetic Trees Using a Multiobjective Artificial Bee Colony Algorithm....Pages 144-155
Prediction of Mitochondrial Matrix Protein Structures Based on Feature Selection and Fragment Assembly....Pages 156-167
Feature Selection for Lung Cancer Detection Using SVM Based Recursive Feature Elimination Method....Pages 168-176
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....Pages 177-188
Artificial Immune Systems Perform Valuable Work When Detecting Epistasis in Human Genetic Datasets....Pages 189-200
A Biologically Informed Method for Detecting Associations with Rare Variants....Pages 201-210
Complex Detection in Protein-Protein Interaction Networks: A Compact Overview for Researchers and Practitioners....Pages 211-223
Short-Range Interactions and Decision Tree-Based Protein Contact Map Predictor....Pages 224-233
A NSGA-II Algorithm for the Residue-Residue Contact Prediction....Pages 234-244
 In Silico Infection of the Human Genome....Pages 245-249
Improving Phylogenetic Tree Interpretability by Means of Evolutionary Algorithms....Pages 250-253
Back Matter....Pages -