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Intelligent Bioinformatics

2005-12-13 Medical
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Release : 2005-12-13
Genre : Medical
Kind : eBook
Book Rating : 764/5 ( reviews)

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Book Synopsis Intelligent Bioinformatics by : Edward Keedwell

Download or read book Intelligent Bioinformatics written by Edward Keedwell. This book was released on 2005-12-13. Available in PDF, EPUB and Kindle. Book excerpt: Bioinformatics is contributing to some of the most important advances in medicine and biology. At the forefront of this exciting new subject are techniques known as artificial intelligence which are inspired by the way in which nature solves the problems it faces. This book provides a unique insight into the complex problems of bioinformatics and the innovative solutions which make up ‘intelligent bioinformatics’. Intelligent Bioinformatics requires only rudimentary knowledge of biology, bioinformatics or computer science and is aimed at interested readers regardless of discipline. Three introductory chapters on biology, bioinformatics and the complexities of search and optimisation equip the reader with the necessary knowledge to proceed through the remaining eight chapters, each of which is dedicated to an intelligent technique in bioinformatics. The book also contains many links to software and information available on the internet, in academic journals and beyond, making it an indispensable reference for the 'intelligent bioinformatician'. Intelligent Bioinformatics will appeal to all postgraduate students and researchers in bioinformatics and genomics as well as to computer scientists interested in these disciplines, and all natural scientists with large data sets to analyse.

Computational Intelligence and Pattern Analysis in Biology Informatics

2011-03-21 Medical
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Release : 2011-03-21
Genre : Medical
Kind : eBook
Book Rating : 807/5 ( reviews)

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Book Synopsis Computational Intelligence and Pattern Analysis in Biology Informatics by : Ujjwal Maulik

Download or read book Computational Intelligence and Pattern Analysis in Biology Informatics written by Ujjwal Maulik. This book was released on 2011-03-21. Available in PDF, EPUB and Kindle. Book excerpt: An invaluable tool in Bioinformatics, this unique volume provides both theoretical and experimental results, and describes basic principles of computational intelligence and pattern analysis while deepening the reader's understanding of the ways in which these principles can be used for analyzing biological data in an efficient manner. This book synthesizes current research in the integration of computational intelligence and pattern analysis techniques, either individually or in a hybridized manner. The purpose is to analyze biological data and enable extraction of more meaningful information and insight from it. Biological data for analysis include sequence data, secondary and tertiary structure data, and microarray data. These data types are complex and advanced methods are required, including the use of domain-specific knowledge for reducing search space, dealing with uncertainty, partial truth and imprecision, efficient linear and/or sub-linear scalability, incremental approaches to knowledge discovery, and increased level and intelligence of interactivity with human experts and decision makers Chapters authored by leading researchers in CI in biology informatics. Covers highly relevant topics: rational drug design; analysis of microRNAs and their involvement in human diseases. Supplementary material included: program code and relevant data sets correspond to chapters.

Computational Intelligence Methods for Bioinformatics and Biostatistics

2019-02-28 Computers
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Release : 2019-02-28
Genre : Computers
Kind : eBook
Book Rating : 608/5 ( reviews)

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Book Synopsis Computational Intelligence Methods for Bioinformatics and Biostatistics by : Massimo Bartoletti

Download or read book Computational Intelligence Methods for Bioinformatics and Biostatistics written by Massimo Bartoletti. This book was released on 2019-02-28. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 14th International Meeting on Computational. Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2017, held in Cagliari, Italy, in September 2017. The 19 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers deal with the application of computational intelligence to open problems in bioinformatics, biostatistics, systems and synthetic biology, medical informatics, computational approaches to life sciences in general.

Artificial Intelligence in Bioinformatics

2022-05-12 Computers
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Release : 2022-05-12
Genre : Computers
Kind : eBook
Book Rating : 292/5 ( reviews)

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Book Synopsis Artificial Intelligence in Bioinformatics by : Mario Cannataro

Download or read book Artificial Intelligence in Bioinformatics written by Mario Cannataro. This book was released on 2022-05-12. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Bioinformatics: From Omics Analysis to Deep Learning and Network Mining reviews the main applications of the topic, from omics analysis to deep learning and network mining. The book includes a rigorous introduction on bioinformatics, also reviewing how methods are incorporated in tasks and processes. In addition, it presents methods and theory, including content for emergent fields such as Sentiment Analysis and Network Alignment. Other sections survey how Artificial Intelligence is exploited in bioinformatics applications, including sequence analysis, structure analysis, functional analysis, protein classification, omics analysis, biomarker discovery, integrative bioinformatics, protein interaction analysis, metabolic networks analysis, and much more. Bridges the gap between computer science and bioinformatics, combining an introduction to Artificial Intelligence methods with a systematic review of its applications in the life sciences Brings readers up-to-speed on current trends and methods in a dynamic and growing field Provides academic teachers with a complete resource, covering fundamental concepts as well as applications

Intelligent Computing in Bioinformatics

2014-07-03 Computers
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Release : 2014-07-03
Genre : Computers
Kind : eBook
Book Rating : 304/5 ( reviews)

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Book Synopsis Intelligent Computing in Bioinformatics by : De-Shuang Huang

Download or read book Intelligent Computing in Bioinformatics written by De-Shuang Huang. This book was released on 2014-07-03. Available in PDF, EPUB and Kindle. Book excerpt: This book – in conjunction with the volumes LNCS 8588 and LNAI 8589 – constitutes the refereed proceedings of the 10th International Conference on Intelligent Computing, ICIC 2014, held in Taiyuan, China, in August 2014. The 58 papers of this volume were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections such as machine learning; neural networks; image processing; computational systems biology and medical informatics; biomedical informatics theory and methods; advances on bio-inspired computing; protein and gene bioinformatics: analysis, algorithms, applications.

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