Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012. Proceedings

Editors:

ISBN: 978-3-642-29065-7 (Print) 978-3-642-29066-4 (Online)

Table of contents (23 chapters)

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  1. Front Matter

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  2. Oral Contributions

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      Book Chapter

      Pages 1-12

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

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      Pages 13-25

      Evolutionary Reaction Systems

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      Pages 26-37

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

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      Pages 38-49

      Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm

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      Pages 50-61

      Understanding Zooplankton Long Term Variability through Genetic Programming

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      Pages 62-73

      Inferring Disease-Related Metabolite Dependencies with a Bayesian Optimization Algorithm

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      Pages 74-85

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

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      Pages 86-96

      Tracking the Evolution of Cooperation in Complex Networked Populations

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      Pages 97-109

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

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      Pages 110-121

      Comparing Multiobjective Artificial Bee Colony Adaptations for Discovering DNA Motifs

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      Pages 122-133

      The Role of Mutations in Whole Genome Duplication

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      Pages 134-143

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

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      Pages 144-155

      Inferring Phylogenetic Trees Using a Multiobjective Artificial Bee Colony Algorithm

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      Pages 156-167

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

  3. Poster Contributions

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      Pages 168-176

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

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      Pages 177-188

      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

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      Pages 189-200

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

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      Pages 201-210

      A Biologically Informed Method for Detecting Associations with Rare Variants

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      Pages 211-223

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

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      Pages 224-233

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

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