عنوان

Evolutionary computation, machine learning and data mining in bioinformatics :

(Number (ISBN

3642371884

(Number (ISBN

9783642371882

Number

b567868

Title Proper

Evolutionary computation, machine learning and data mining in bioinformatics :

General Material Designation

[Book]

Other Title Information

11th European Conference, EvoBIO 2013, Vienna, Austria, April 3-5, 2013 : proceedings

First Statement of Responsibility

Leonardo Vanneschi, William S. Bush, Mario Giacobini (eds.).

Place of Publication, Distribution, etc.

Berlin ; New York

Name of Publisher, Distributor, etc.

Springer

Date of Publication, Distribution, etc.

©2013.

Specific Material Designation and Extent of Item

xii, 215 pages : illustrations ; 24 cm.

Series Title

Lecture notes in computer science, 7833.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.

Text of Note

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.

Parallel Title

EvoBIO 2013

Bioinformatics -- Congresses.

Computational biology -- Congresses.

Evolutionary computation -- Congresses.

Leonardo Vanneschi, William S. Bush, Mario Giacobini (eds.).

Leonardo Vanneschi

Mario Giacobini

William S Bush

Electronic name

[Book]

Y