Bioinformatics Research and Applications, Bansal

Название: Computational systems bioinformatics - methods and biomedical applications
ISBN: 9812707042 ISBN-13(EAN): 9789812707048
Издательство: World Scientific Publishing
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Цена: 100320.00 T
Наличие на складе: Невозможна поставка.
Описание: Computational systems biology (CSB) is a field of research concerned with understanding the structure and processes of biological systems at the molecular, cellular, tissue, and organ levels through computational modeling as well as novel information theoretic data and image analysis methods. This book introduces the basic principles of CSB.

Автор: Y-h. Taguchi
Название: Unsupervised Feature Extraction Applied to Bioinformatics
ISBN: 3030224554 ISBN-13(EAN): 9783030224554
Издательство: Springer
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Цена: 149060.00 T
Наличие на складе: Поставка под заказ.
Описание: This book proposes applications of tensor decomposition to unsupervised feature extraction and feature selection. The author posits that although supervised methods including deep learning have become popular, unsupervised methods have their own advantages. He argues that this is the case because unsupervised methods are easy to learn since tensor decomposition is a conventional linear methodology. This book starts from very basic linear algebra and reaches the cutting edge methodologies applied to difficult situations when there are many features (variables) while only small number of samples are available. The author includes advanced descriptions about tensor decomposition including Tucker decomposition using high order singular value decomposition as well as higher order orthogonal iteration, and train tenor decomposition. The author concludes by showing unsupervised methods and their application to a wide range of topics.

Автор: Srinivasa K. G., Siddesh G. M., Manisekhar S. R.
Название: Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques, Tools, and Applications
ISBN: 9811524440 ISBN-13(EAN): 9789811524448
Издательство: Springer
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Цена: 167700.00 T
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Описание: This book discusses topics related to bioinformatics, statistics, and machine learning, presenting the latest research in various areas of bioinformatics.

Автор: Curry, Edward
Название: Introduction to Bioinformatics with R
ISBN: 1138495719 ISBN-13(EAN): 9781138495715
Издательство: Taylor&Francis
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Цена: 59190.00 T
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Описание: This book takes the reader through the basics of using the R statistical programming environment for data analysis using a series of case studies based around tasks that answer real research questions using publicly available molecular biology datasets.

Название: Quantitative Biology
ISBN: 0367864770 ISBN-13(EAN): 9780367864774
Издательство: Taylor&Francis
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Цена: 57150.00 T
Наличие на складе: Нет в наличии.
Описание: Providing an overview of quantitative biology, this book presents practical tools for the observation, modeling, design, and manipulation of biological systems from the molecular to cellular levels. The book offers an introduction to fundamental concepts and computational, mathematical, and experimental studies of molecular and cellular behavior

Автор: Nestel
Название: Healthcare Simulation Research
ISBN: 3030268365 ISBN-13(EAN): 9783030268367
Издательство: Springer
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Цена: 121110.00 T
Наличие на складе: Поставка под заказ.
Описание: This book provides readers with a detailed orientation to healthcare simulation research, aiming to provide descriptive and illustrative accounts of healthcare simulation research (HSR). Written by leaders in the field, chapter discussions draw on the experiences of the editors and their international network of research colleagues. This seven-section practical guide begins with an introduction to the field by relaying the key components of HSR. Sections two, three, four, and five then cover various topics relating to research literature, methods for data integration, and qualitative and quantitative approaches. Finally, the book closes with discussions of professional practices in HSR, as well as helpful tips and case studies. Healthcare Simulation Research: A Practical Guide is an indispensable reference for scholars, medical professionals and anyone interested in undertaking HSR.

Автор: Ashwani Kumar
Название: Essential Bioinformatics
ISBN: 168094522X ISBN-13(EAN): 9781680945225
Издательство: Mare Nostrum (Eurospan)
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Цена: 141370.00 T
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Описание: Traditionally biological studies examined individual systems in detail, and compared them with a few that were related. In bioinformatics, we can now conduct global analyses of all the available data with the aim of uncovering common principles that apply across many systems and highlight novel feature.

Автор: M. H. Fulekar
Название: Bioinformatics
ISBN: 9048180163 ISBN-13(EAN): 9789048180165
Издательство: Springer
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Цена: 121890.00 T
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Описание: This book provides broad coverage of bioinformatics. It details both introductory and advanced aspects, including applications of various documented research work and specific case studies related to bioinformatics.

Автор: David Wayne Ussery; Trudy M. Wassenaar; Stefano Bo
Название: Computing for Comparative Microbial Genomics
ISBN: 1849967636 ISBN-13(EAN): 9781849967631
Издательство: Springer
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Цена: 58650.00 T
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Описание: The problem many microbiologists face is simply that of too much information. Built around teaching computational and bioinformatic methodology, this book details published methods for comparing genomes and provides examples of how to make custom comparisons.

Автор: Nikola Kasabov
Название: Future Directions for Intelligent Systems and Information Sciences
ISBN: 3790824704 ISBN-13(EAN): 9783790824704
Издательство: Springer
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Цена: 153720.00 T
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Описание: This edited volume comprises invited chapters that cover five areas of the current and the future development of intelligent systems and information sciences.

Автор: Junbai Wang; Aik Choon Tan; Tianhai Tian
Название: Next Generation Microarray Bioinformatics
ISBN: 1493958577 ISBN-13(EAN): 9781493958573
Издательство: Springer
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Цена: 135090.00 T
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Описание: This book opens up new research avenues for the investigation of a wide range of biological and medical questions across the entire genome at single base resolution. It provides step-by-step detail essential for reproducible results.

Автор: Bernd Mayer
Название: Bioinformatics for Omics Data
ISBN: 1493957805 ISBN-13(EAN): 9781493957804
Издательство: Springer
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Цена: 167700.00 T
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Описание: Presenting an area of research that intersects with and integrates diverse disciplines, including molecular biology, applied informatics, and statistics, among others, Bioinformatics for Omics Data: Methods and Protocols collects contributions from expert researchers in order to provide practical guidelines to this complex study. Divided into three convenient sections, this detailed volume covers central analysis strategies, standardization and data-management guidelines, and fundamental statistics for analyzing Omics profiles, followed by a section on bioinformatics approaches for specific Omics tracks, spanning genome, transcriptome, proteome, and metabolome levels, as well as an assortment of examples of integrated Omics bioinformatics applications, complemented by case studies on biomarker and target identification in the context of human disease. Written in the highly successful Methods in Molecular Biology™ series format, chapters contain introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and notes on troubleshooting and avoiding known pitfalls. Authoritative and accessible, Bioinformatics for Omics Data: Methods and Protocols serves as an ideal guide to scientists of all backgrounds and aims to convey the appropriate sense of fascination associated with this research field.