دانلود کتاب Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics: 7th European Conference, EvoBIO 2009 Tübingen, Germany, April 15-17, 2009 Proceedings

فهرست مطالب :

Front Matter....Pages -
Association Study between Gene Expression and Multiple Relevant Phenotypes with Cluster Analysis....Pages 1-12
Gaussian Graphical Models to Infer Putative Genes Involved in Nitrogen Catabolite Repression in S. cerevisiae ....Pages 13-24
Chronic Rat Toxicity Prediction of Chemical Compounds Using Kernel Machines....Pages 25-36
Simulating Evolution of Drosophila Melanogaster Ebony Mutants Using a Genetic Algorithm....Pages 37-43
Microarray Biclustering: A Novel Memetic Approach Based on the PISA Platform....Pages 44-55
F-score with Pareto Front Analysis for Multiclass Gene Selection....Pages 56-67
A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms....Pages 68-79
Conquering the Needle-in-a-Haystack: How Correlated Input Variables Beneficially Alter the Fitness Landscape for Neural Networks....Pages 80-91
Optimal Use of Expert Knowledge in Ant Colony Optimization for the Analysis of Epistasis in Human Disease....Pages 92-103
On the Efficiency of Local Search Methods for the Molecular Docking Problem....Pages 104-115
A Comparison of Genetic Algorithms and Particle Swarm Optimization for Parameter Estimation in Stochastic Biochemical Systems....Pages 116-127
Guidelines to Select Machine Learning Scheme for Classification of Biomedical Datasets....Pages 128-139
Evolutionary Approaches for Strain Optimization Using Dynamic Models under a Metabolic Engineering Perspective....Pages 140-151
Clustering Metagenome Short Reads Using Weighted Proteins....Pages 152-163
A Memetic Algorithm for Phylogenetic Reconstruction with Maximum Parsimony....Pages 164-175
Validation of a Morphogenesis Model of Drosophila Early Development by a Multi-objective Evolutionary Optimization Algorithm....Pages 176-190
Refining Genetic Algorithm Based Fuzzy Clustering through Supervised Learning for Unsupervised Cancer Classification....Pages 191-202
Back Matter....Pages -