Автор: M. H. Fulekar Название: Bioinformatics ISBN: 9048180163 ISBN-13(EAN): 9789048180165 Издательство: Springer Рейтинг: Цена: 18284.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
Описание: THE SERIES: INTELLIGENT BIOMEDICAL DATA ANALYSIS By focusing on the methods and tools for intelligent data analysis, this series aims to narrow the increasing gap between data gathering and data comprehension. Emphasis is also given to the problems resulting from automated data collection in modern hospitals, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring. In medicine, overcoming this gap is crucial since medical decision making needs to be supported by arguments based on existing medical knowledge as well as information, regularities and trends extracted from big data sets.
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.
Allows readers to analyze data sets with small samples and many features;Provides a fast algorithm, based upon linear algebra, to analyze big data;Includes several applications to multi-view data analyses, with a focus on bioinformatics.
Автор: Curry, Edward Название: Introduction to Bioinformatics with R ISBN: 1138495719 ISBN-13(EAN): 9781138495715 Издательство: Taylor&Francis Рейтинг: Цена: 8879.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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 Рейтинг: Цена: 8573.00 р. Наличие на складе: Поставка под заказ.
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 Рейтинг: Цена: 18167.00 р. 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: David Wayne Ussery; Trudy M. Wassenaar; Stefano Bo Название: Computing for Comparative Microbial Genomics ISBN: 1849967636 ISBN-13(EAN): 9781849967631 Издательство: Springer Рейтинг: Цена: 8798.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
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 Рейтинг: Цена: 20263.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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 Рейтинг: Цена: 25155.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
Автор: Yi-Ping Phoebe Chen Название: Bioinformatics Technologies ISBN: 3642422020 ISBN-13(EAN): 9783642422027 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Dongqing Wei; Qin Xu; Tangzhen Zhao; Hao Dai Название: Advance in Structural Bioinformatics ISBN: 9401792445 ISBN-13(EAN): 9789401792448 Издательство: Springer Рейтинг: Цена: 22359.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This text examines in detail mathematical and physical modeling, computational methods and systems for obtaining and analyzing biological structures, using pioneering research cases as examples. As such, it emphasizes programming and problem-solving skills. It provides information on structure bioinformatics at various levels, with individual chapters covering introductory to advanced aspects, from fundamental methods and guidelines on acquiring and analyzing genomics and proteomics sequences, the structures of protein, DNA and RNA, to the basics of physical simulations and methods for conformation searches. This book will be of immense value to researchers and students in the fields of bioinformatics, computational biology and chemistry. Dr. Dongqing Wei is a Professor at the Department of Bioinformatics and Biostatistics, College of Life Science and Biotechnology, Shanghai Jiaotong University, Shanghai, China. His research interest is in the general area of structural bioinformatics.
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