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Applications of intelligent optimization in biology and medicine[electronic resource] :current trends and open problems /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	570.15118
書名/作者:	Applications of intelligent optimization in biology and medicine : current trends and open problems // edited by Aboul-Ella Hassanien, Crina Grosan, Mohamed Fahmy Tolba.
其他作者:	Hassanien, Aboul-Ella.
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	xiii, 307 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Biology - Mathematical models.
標題:	Mathematical optimization.
標題:	Medicine - Mathematical models.
標題:	Engineering.
標題:	Computational Intelligence.
標題:	Mathematical and Computational Biology.
標題:	Bioinformatics.
ISBN:	9783319212128
ISBN:	9783319212111
內容註:	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.
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-21212-8

Applications of intelligent optimization in biology and medicine[electronic resource] :current trends and open problems /
Applications of intelligent optimization in biology and medicinecurrent trends and open problems /[electronic resource] :edited by Aboul-Ella Hassanien, Crina Grosan, Mohamed Fahmy Tolba. - Cham :Springer International Publishing :2016. - xiii, 307 p. :ill., digital ;24 cm. - Intelligent systems reference library,v.961868-4394 ;. - Intelligent systems reference library ;v.24..

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.

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.

ISBN: 9783319212128

Standard No.: 10.1007/978-3-319-21212-8doiSubjects--Topical Terms:

404320
Biology
--Mathematical models.

LC Class. No.: R853.M3

Dewey Class. No.: 570.15118

Applications of intelligent optimization in biology and medicine[electronic resource] :current trends and open problems /
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