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Evolutionary computation, machine learning and data mining in bioinformatics : 11th European Conference, EvoBIO 2013, Vienna, Austria, April 3-5, 2013 : proceedings

Author: Leonardo Vanneschi; William S Bush; Mario Giacobini
Publisher: Berlin ; New York : Springer, ©2013.
Series: Lecture notes in computer science, 7833.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Edition/Format:   Book : Conference publication : EnglishView all editions and formats
Database:WorldCat
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Genre/Form: Conference proceedings
Congresses
Material Type: Conference publication
Document Type: Book
All Authors / Contributors: Leonardo Vanneschi; William S Bush; Mario Giacobini
ISBN: 9783642371882 3642371884
OCLC Number: 844602329
Description: xii, 215 pages : illustrations ; 24 cm.
Contents: Multiple Threshold Spatially Uniform ReliefF for the Genetic Analysis of Complex Human Diseases.- Time-Point Specific Weighting Improves Coexpression Networks from Time-Course Experiments.- Inferring Human Phenotype Networks from Genome-Wide Genetic.- Knowledge-Constrained K-Medoids Clustering of Regulatory Rare Alleles for Burden Tests.- Feature Selection and Classification of High Dimensional Mass Spectrometry Data: A Genetic Programming Approach.- Structured Populations and the Maintenance of Sex.- Hybrid Multiobjective Artificial Bee Colony with Differential Evolution Applied to Motif Finding.- ACO-Based Bayesian Network Ensembles for the Hierarchical Classification of Ageing-Related Proteins.- Dimensionality Reduction via Isomap with Lock-Step and Elastic Measures for Time Series Gene Expression Classification.- Supervising Random Forest Using Attribute Interaction Networks.- Hybrid Genetic Algorithms for Stress Recognition in Optimal Use of Biological Expert Knowledge from Literature.- Mining in Ant Colony Optimization for Analysis of Epistasis in Human Disease.- A Multiobjective Proposal Based on the Firefly Algorithm for Inferring Phylogenies.- Mining for Variability in the Coagulation Pathway: A Systems Biology Approach.- Improving the Performance of CGPANN for Breast Cancer Diagnosis Using Crossover and Radial Basis Functions.- An Evolutionary Approach to Wetlands Design.- Impact of Different Recombination Methods in a Mutation-Specific MOEA for a Biochemical Application.- Cell-Based Metrics Improve the Detection of Gene-Gene Interactions Using Multifactor Dimensionality Reduction.- Emergence of Motifs in Model Gene Regulatory Networks.
Series Title: Lecture notes in computer science, 7833.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Other Titles: EvoBIO 2013
Responsibility: Leonardo Vanneschi, William S. Bush, Mario Giacobini (eds.).
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