rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Applications of Intelligent Optimization in Biology and Medicine
    sub title: Current Trends and Open Problems
  name:
    name part: Hassanien, Aboul-Ella.
    role:
      role term: editor.
  name:
    name part: Grosan, Crina.
    role:
      role term: editor.
  name:
    name part: Fahmy Tolba, Mohamed.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2016
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XIII, 307 p. 100 illus., 47 illus. in color. online resource.
  abstract: This volume provides updated, in-depth material on the application of intelligent optimization in biology and medicine. The aim of the book is to present solutions to the challenges and problems facing biology and medicine applications. This Volume comprises of 13 chapters, including an overview chapter, providing an up-to-date and state-of-the research on the application of intelligent optimization for bioinformatics applications, DNA based Steganography, a modified Particle Swarm Optimization Algorithm for Solving Capacitated Maximal Covering Location Problem in Healthcare Systems, Optimization Methods for Medical Image Super Resolution Reconstruction and breast cancer classification. Moreover, some chapters that describe several bio-inspired approaches in MEDLINE Text Mining, DNA-Binding Proteins and Classes, Optimized Tumor Breast Cancer Classification using Combining Random Subspace and Static Classifiers Selection Paradigms, and Dental Image Registration. The book will be a useful compendium for a broad range of readers—from students of undergraduate to postgraduate levels and also for researchers, professionals, etc.—who wish to enrich their knowledge on Intelligent Optimization in Biology and Medicine and applications with one single book. .
  table of contents: A simplex Nelder Mead Genetic Algorithm for Minimizing Molecular Potential Energy Function -- A Survey of Metaheuristics Methods for Bioinformatics Applications -- DNA Based Steganography: Survey and Analysis for Parameters Optimization -- Dental Image Registration Using Particle Swarm Optimized for Thin Plate Splines from Semi-Automatic -- A Modified Particle Swarm Optimization Algorithm for Solving Capacitated Maximal Covering Location Problem in Healthcare Systems -- Optimization Methods for Medical Image Super Resolution Reconstruction -- PCA-PNN and PCA-SVM based CAD Systems for Breast Density Classification -- Retinal Blood Vessels Segmentation Based on Bio-Inspired Algorithm -- Systematic Analysis of Applied Data Mining Based Optimization Algorithms in Clinical Attribute Extraction and Classification for Diagnosis of Cardiac Patients -- Particle Swarm Optimization Based Fast Fuzzy C-Means Clustering for Liver CT Segmentation -- Enhanced Prediction of DNA-Binding Proteins and Classes -- MEDLINE Text Mining: An Enhancement Genetic Algorithm based Approach for Document Clustering -- Optimized Tumor Breast Cancer Classification Using Combining Random Subspace and Static Classifiers Selection Paradigms.
  note: edited by Aboul-Ella Hassanien, Crina Grosan, Mohamed Fahmy Tolba.
  subject:
    topic: Engineering
  subject:
    topic: Bioinformatics
  subject:
    topic: Biomathematics
  subject:
    topic: Computational intelligence
  subject:
    topic: Engineering
  subject:
    topic: Computational Intelligence
  subject:
    topic: Mathematical and Computational Biology
  subject:
    topic: Bioinformatics
  classification: Q342
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Intelligent Systems Reference Library, 96
  identifier: 9783319212128
  identifier: http://dx.doi.org/10.1007/978-3-319-21212-8
  record info:
    record creation date: 150718
    record change date: 20151029191136.0
    record identifier: 978-3-319-21212-8