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" Evolutionary computation, machine learning and data mining in bioinformatics : "
Leonardo Vanneschi, William S. Bush, Mario Giacobini (eds.).
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BL
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| Record Number
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747917
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b567868
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| Main Entry
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Leonardo Vanneschi, William S. Bush, Mario Giacobini (eds.).
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| Title & Author
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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\ Leonardo Vanneschi, William S. Bush, Mario Giacobini (eds.).
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| Publication Statement
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Berlin ; New York : Springer, ©2013.
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| Series Statement
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Lecture notes in computer science, 7833.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
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xii, 215 pages : illustrations ; 24 cm.
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| ISBN
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3642371884
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: 9783642371882
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| Contents
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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-SpecificMOEA 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.
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| Subject
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Bioinformatics -- Congresses.
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Computational biology -- Congresses.
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| Subject
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Evolutionary computation -- Congresses.
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| Added Entry
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Leonardo Vanneschi
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Mario Giacobini
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William S Bush
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| Parallel Title
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EvoBIO 2013
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