Applications of Intelligent Optimization in Biology and Medicine

Current Trends and Open Problems
1. Auflage 2016
ISBN: 978-3-319-21211-1
Verlag: Springer International Publishing

Buch, Englisch, Band 96, 307 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 6092 g

Reihe: Intelligent Systems Reference Library

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.

Zielgruppe

Research

Autoren/Hrsg.

Hassanien, Aboul-Ella

Fahmy Tolba, Mohamed

Grosan, Crina

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizinische Mathematik & Informatik
• Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Optimierung
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Bioinformatik

Inhaltsverzeichnis

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.