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Title Applications of intelligent optimization in biology and medicine : current trends and open problems / Aboul-Ella Hassanien, Crina Grosan, Mohamed Fahmy Tolba, editors
Published Cham : Springer, 2016
©2016
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Description 1 online resource
Series Intelligent systems reference library ; volume 96
Intelligent systems reference library ; volume 96
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
Summary 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
Bibliography Includes bibliographical references
Notes Online resource; title from PDF title page (EBSCO, viewed July 22, 2015)
Subject Biology -- Mathematical models.
Mathematical optimization.
Medicine -- Mathematical models.
Mathematics.
Medicine.
Computational Biology -- methods.
Form Electronic book
Author Hassanien, Aboul Ella, editor
Grosan, Crina, editor
Tolba, Mohamed F., editor
ISBN 3319212117 (print)
3319212125 (electronic bk.)
9783319212111 (print)
9783319212128 (electronic bk.)