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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Pizzuti, Clara (Επιμελητής έκδοσης), Ritchie, Marylyn D. (Επιμελητής έκδοσης), Giacobini, Mario (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Σειρά: Lecture Notes in Computer Science, 6023
• Θέματα: Computer science.; Data structures (Computer science).; Computers.; Algorithms.; Database management.; Artificial intelligence.; Bioinformatics.; Computer Science.; Computational Biology/Bioinformatics.; Algorithm Analysis and Problem Complexity.; Database Management.; Artificial Intelligence (incl. Robotics).; Computation by Abstract Devices.; Data Structures.

Πίνακας περιεχομένων:

• 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.