Computational Intelligence In Bioinformatics PDF Download
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Author | : Ujjwal Maulik |
Publisher | : John Wiley & Sons |
Total Pages | : 552 |
Release | : 2011-03-21 |
Genre | : Medical |
ISBN | : 1118097807 |
Download Computational Intelligence and Pattern Analysis in Biology Informatics Book in PDF, ePub and Kindle
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.
Author | : Massimo Bartoletti |
Publisher | : Springer |
Total Pages | : 213 |
Release | : 2019-02-28 |
Genre | : Computers |
ISBN | : 3030141608 |
Download Computational Intelligence Methods for Bioinformatics and Biostatistics Book in PDF, ePub and Kindle
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.
Author | : Clelia DI Serio |
Publisher | : Springer |
Total Pages | : 321 |
Release | : 2015-09-25 |
Genre | : Computers |
ISBN | : 3319244620 |
Download Computational Intelligence Methods for Bioinformatics and Biostatistics Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2014, held in Cambridge, UK, in June 2014. The 25 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers focus problems concerning computational techniques in bioinformatics, systems biology, medical informatics and biostatistics.
Author | : Mario Cannataro |
Publisher | : Elsevier |
Total Pages | : 270 |
Release | : 2022-05-12 |
Genre | : Computers |
ISBN | : 0128229292 |
Download Artificial Intelligence in Bioinformatics Book in PDF, ePub and Kindle
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
Author | : Edward Keedwell |
Publisher | : John Wiley & Sons |
Total Pages | : 294 |
Release | : 2005-12-13 |
Genre | : Medical |
ISBN | : 0470021764 |
Download Intelligent Bioinformatics Book in PDF, ePub and Kindle
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.
Author | : Gary B. Fogel |
Publisher | : John Wiley & Sons |
Total Pages | : 377 |
Release | : 2007-12-10 |
Genre | : Computers |
ISBN | : 0470199083 |
Download Computational Intelligence in Bioinformatics Book in PDF, ePub and Kindle
Combining biology, computer science, mathematics, and statistics, the field of bioinformatics has become a hot new discipline with profound impacts on all aspects of biology and industrial application. Now, Computational Intelligence in Bioinformatics offers an introduction to the topic, covering the most relevant and popular CI methods, while also encouraging the implementation of these methods to readers' research.
Author | : Arpad Kelemen |
Publisher | : Springer |
Total Pages | : 337 |
Release | : 2008-01-03 |
Genre | : Science |
ISBN | : 3540768033 |
Download Computational Intelligence in Bioinformatics Book in PDF, ePub and Kindle
Bioinformatics involve the creation and advancement of algorithms using techniques including computational intelligence, applied mathematics and statistics, informatics, and biochemistry to solve biological problems usually on the molecular level. This book deals with the application of computational intelligence in bioinformatics. Addressing the various issues of bioinformatics using different computational intelligence approaches is the novelty of this edited volume.
Author | : Yi Pan |
Publisher | : John Wiley & Sons |
Total Pages | : 534 |
Release | : 2013-11-12 |
Genre | : Medical |
ISBN | : 1118345789 |
Download Algorithmic and Artificial Intelligence Methods for Protein Bioinformatics Book in PDF, ePub and Kindle
Algorithmic and Artificial Intelligence Methods for Protein Bioinformatics An in-depth look at the latest research, methods, and applications in the field of protein bioinformatics This book presents the latest developments in protein bioinformatics, introducing for the first time cutting-edge research results alongside novel algorithmic and AI methods for the analysis of protein data. In one complete, self-contained volume, Algorithmic and Artificial Intelligence Methods for Protein Bioinformatics addresses key challenges facing both computer scientists and biologists, arming readers with tools and techniques for analyzing and interpreting protein data and solving a variety of biological problems. Featuring a collection of authoritative articles by leaders in the field, this work focuses on the analysis of protein sequences, structures, and interaction networks using both traditional algorithms and AI methods. It also examines, in great detail, data preparation, simulation, experiments, evaluation methods, and applications. Algorithmic and Artificial Intelligence Methods for Protein Bioinformatics: Highlights protein analysis applications such as protein-related drug activity comparison Incorporates salient case studies illustrating how to apply the methods outlined in the book Tackles the complex relationship between proteins from a systems biology point of view Relates the topic to other emerging technologies such as data mining and visualization Includes many tables and illustrations demonstrating concepts and performance figures Algorithmic and Artificial Intelligence Methods for Protein Bioinformatics is an essential reference for bioinformatics specialists in research and industry, and for anyone wishing to better understand the rich field of protein bioinformatics.
Author | : Gary Fogel |
Publisher | : Morgan Kaufmann |
Total Pages | : 432 |
Release | : 2003 |
Genre | : Computers |
ISBN | : 9781558607972 |
Download Evolutionary Computation in Bioinformatics Book in PDF, ePub and Kindle
This book offers a definitive resource that bridges biology and evolutionary computation. The authors have written an introduction to biology and bioinformatics for computer scientists, plus an introduction to evolutionary computation for biologists and for computer scientists unfamiliar with these techniques.
Author | : Paolo Cazzaniga |
Publisher | : Springer Nature |
Total Pages | : 354 |
Release | : 2020-12-09 |
Genre | : Computers |
ISBN | : 3030630617 |
Download Computational Intelligence Methods for Bioinformatics and Biostatistics Book in PDF, ePub and Kindle
This book constitutes revised selected papers from the 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019, which was held in Bergamo, Italy, during September 4-6, 2019. The 28 full papers presented in this volume were carefully reviewed and selected from 55 submissions. The papers are grouped in topical sections as follows: Computational Intelligence Methods for Bioinformatics and Biostatistics; Algebraic and Computational Methods for the Study of RNA Behaviour; Intelligence methods for molecular characterization medicine; Machine Learning in Healthcare Informatics and Medical Biology; Modeling and Simulation Methods for Computational Biology and Systems Medicine.