Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics : 8th European Conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010, Proceedings / edited by Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini.

Format:

Book

Contributor:

Pizzuti, Clara, editor.

Ritchie, Marylyn D., editor.

Giacobini, Mario, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 6023.

Theoretical Computer Science and General Issues ; 6023

Language:

English

Subjects (All):

Bioinformatics.

Algorithms.

Database management.

Artificial intelligence.

Computers.

Data structures (Computer science).

Computational Biology/Bioinformatics.

Algorithm Analysis and Problem Complexity.

Database Management.

Artificial Intelligence.

Computation by Abstract Devices.

Data Structures.

Local Subjects:

Computational Biology/Bioinformatics.

Algorithm Analysis and Problem Complexity.

Database Management.

Artificial Intelligence.

Computation by Abstract Devices.

Data Structures.

Physical Description:

1 online resource (XII, 249 pages) : 63 illustrations.

Edition:

First edition 2010.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.

System Details:

text file PDF

Contents:

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.

Other Format:

Printed edition:

ISBN:

978-3-642-12211-8

9783642122118

Access Restriction:

Restricted for use by site license.