Coverart for item
The Resource Evolutionary computation, machine learning and data mining in bioinformatics : 8th European conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010 : proceedings, Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (eds.), (electronic resource)

Evolutionary computation, machine learning and data mining in bioinformatics : 8th European conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010 : proceedings, Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (eds.), (electronic resource)

Label
Evolutionary computation, machine learning and data mining in bioinformatics : 8th European conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010 : proceedings
Title
Evolutionary computation, machine learning and data mining in bioinformatics
Title remainder
8th European conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010 : proceedings
Statement of responsibility
Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (eds.)
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
This book constitutes the refereed proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, EvoBIO 2010, held in Istanbul, Turkey, in April 2010 co-located with the Evo* 2010 events. This 15 revised full papers were carefully reviewed and selected from 40 submissions. EvoBIO is the premiere European event for those interested in the interface between evolutionary computation, machine learning, data mining, bioinformatics, and computational biology. Topics addressed by the papers include biomarker discovery, cell simulation and modeling, ecological modeling, fluxomics, gene networks, biotechnology, metabolomics, microarray analysis, phylogenetics, protein interactions, proteomics, sequence analysis and alignment, and systems biology
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
QH324.2
LC item number
.E88 2010
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2010
http://bibfra.me/vocab/lite/meetingName
EvoBIO (Conference)
Nature of contents
dictionaries
NLM call number
  • 2010 E-154
  • QU 26.5
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Pizzuti, Clara
  • Ritchie, Marylyn DeRiggi
  • Giacobini, Mario
Series statement
Lecture Notes in Computer Science,
Series volume
6023
http://library.link/vocab/subjectName
  • Computational Biology
  • Artificial Intelligence
  • Data Mining
  • Bioinformatics
  • Artificial intelligence
  • Evolutionary computation
  • Machine learning
  • Data mining
  • Artificial intelligence
  • Bioinformatics
  • Data mining
  • Evolutionary computation
  • Machine learning
  • Informatique
Label
Evolutionary computation, machine learning and data mining in bioinformatics : 8th European conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010 : proceedings, Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (eds.), (electronic resource)
Instantiates
Publication
Note
International conference proceedings
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
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
Dimensions
unknown
Extent
1 online resource (xii, 247 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642122118
Level of compression
uncompressed
Other physical details
ill.
Publisher number
80011714
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-3-642-12210-1
System control number
  • (OCoLC)663093920
  • (OCoLC)ocn663093920
Label
Evolutionary computation, machine learning and data mining in bioinformatics : 8th European conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010 : proceedings, Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (eds.), (electronic resource)
Publication
Note
International conference proceedings
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
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
Dimensions
unknown
Extent
1 online resource (xii, 247 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642122118
Level of compression
uncompressed
Other physical details
ill.
Publisher number
80011714
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-3-642-12210-1
System control number
  • (OCoLC)663093920
  • (OCoLC)ocn663093920

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