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

Publication:
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Format/Description:
Book
1 online resource (XII, 249 pages) : 63 illustrations
Edition:
1st ed. 2010.
Series:
Computer Science (Springer-11645)
LNCS sublibrary. Theoretical computer science and general issues SL 1, 6023
Theoretical Computer Science and General Issues ; 6023
Contained In:
Springer eBooks
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Details

Subjects:
Bioinformatics.
Algorithms.
Database management.
Artificial intelligence.
Computers.
Data structures (Computer science).
Local subjects:
Computational Biology/Bioinformatics. (search)
Algorithm Analysis and Problem Complexity. (search)
Database Management. (search)
Artificial Intelligence. (search)
Computation by Abstract Devices. (search)
Data Structures. (search)
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.
Contributor:
Pizzuti, Clara. editor., Editor,
Ritchie, Marylyn D. editor., Editor,
Giacobini, Mario. editor., Editor,
SpringerLink (Online service)
Other format:
Printed edition:
Printed edition:
ISBN:
978-3-642-12211-8
9783642122118
Publisher Number:
10.1007/978-3-642-12211-8 doi
Access Restriction:
Restricted for use by site license.