Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics 8th European Conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010, Proceedings /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Pizzuti, Clara (Editor ), Ritchie, Marylyn D. (Editor ), Giacobini, Mario (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Theoretical Computer Science and General Issues, 6023
Temas:
Bioinformatics.
Algorithms.
Database management.
Artificial intelligence.
Computer science.
Artificial intelligence-Data processing.
Computational and Systems Biology.
Database Management.
Artificial Intelligence.
Theory of Computation.
Data Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Variable Genetic Operator Search for the Molecular Docking Problem
  • Variable Genetic Operator Search for the Molecular Docking Problem
  • Role of Centrality in Network-Based Prioritization of Disease Genes
  • Parallel Multi-Objective Approaches for Inferring Phylogenies
  • An Evolutionary Model Based on Hill-Climbing Search Operators for Protein Structure Prediction
  • Finding Gapped Motifs by a Novel Evolutionary Algorithm
  • Top-Down Induction of Phylogenetic Trees
  • A Model Free Method to Generate Human Genetics Datasets with Complex Gene-Disease Relationships
  • Grammatical Evolution of Neural Networks for Discovering Epistasis among Quantitative Trait Loci
  • Grammatical Evolution Decision Trees for Detecting Gene-Gene Interactions
  • Identification of Individualized Feature Combinations for Survival Prediction in Breast Cancer: A Comparison of Machine Learning Techniques
  • Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression Data
  • A Local Search Appproach for Transmembrane Segment and Signal Peptide Discrimination
  • A Replica Exchange Monte Carlo Algorithm for the Optimization of Secondary Structure Packing in Proteins
  • Improving Multi-Relief for Detecting Specificity Residues from Multiple Sequence Alignments
  • Using Probabilistic Dependencies Improves the Search of Conductance-Based Compartmental Neuron Models
  • Posters
  • The Informative Extremes: Using Both Nearest and Farthest Individuals Can Improve Relief Algorithms in the Domain of Human Genetics
  • Artificial Immune Systems for Epistasis Analysis in Human Genetics
  • Metaheuristics for Strain Optimization Using Transcriptional Information Enriched Metabolic Models
  • Using Rotation Forest for Protein Fold Prediction Problem: An Empirical Study
  • Towards Automatic Detecting of Overlapping Genes - Clustered BLAST Analysis of Viral Genomes
  • Investigating Populational Evolutionary Algorithms to Add Vertical Meaning in Phylogenetic Trees.

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