Автор: Eberhard Voit Название: A First Course in Systems Biology ISBN: 0815345682 ISBN-13(EAN): 9780815345688 Издательство: Taylor&Francis Рейтинг: Цена: 13014.00 р. Наличие на складе: Нет в наличии.
Описание:
A First Course in Systems Biology is an introduction for advanced undergraduate and graduate students to the growing field of systems biology. Its main focus is the development of computational models and their applications to diverse biological systems. The book begins with the fundamentals of modeling, then reviews features of the molecular inventories that bring biological systems to life and discusses case studies that represent some of the frontiers in systems biology and synthetic biology. In this way, it provides the reader with a comprehensive background and access to methods for executing standard systems biology tasks, understanding the modern literature, and launching into specialized courses or projects that address biological questions using theoretical and computational means.
New topics in this edition include: default modules for model design, limit cycles and chaos, parameter estimation in Excel, model representations of gene regulation through transcription factors, derivation of the Michaelis-Menten rate law from the original conceptual model, different types of inhibition, hysteresis, a model of differentiation, system adaptation to persistent signals, nonlinear nullclines, PBPK models, and elementary modes.
The format is a combination of instructional text and references to primary literature, complemented by sets of small-scale exercises that enable hands-on experience, and large-scale, often open-ended questions for further reflection.
Описание: This book constitutes revised selected papers from the 17th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2021, which was held virtually during November 15–17, 2021. The 19 papers included in these proceedings were carefully reviewed and selected from 26 submissions, and they focus on bioinformatics, computational biology, health informatics, cheminformatics, biotechnology, biostatistics, and biomedical imaging.
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: Altman Russ B Et Al Название: Biocomputing 2017 - Proceedings Of The Pacific Symposium ISBN: 9813207809 ISBN-13(EAN): 9789813207806 Издательство: World Scientific Publishing Цена: 33264.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
The Pacific Symposium on Biocomputing (PSB) 2017 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2017 will be held on January 4 - 8, 2017 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.
PSB 2017 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.
The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's "hot topics." In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.
Автор: Singh Vijai, Kumar Ajay Название: Advances in Bioinformatics ISBN: 9813361905 ISBN-13(EAN): 9789813361904 Издательство: Springer Цена: 21953.00 р. Наличие на складе: Нет в наличии.
Описание: This book presents the latest developments in bioinformatics, highlighting the importance of bioinformatics in genomics, transcriptomics, metabolism and cheminformatics analysis, as well as in drug discovery and development.
Автор: Kenneth Wunch Название: Microbial bioinformatics in the oil and gas industry ISBN: 0367900939 ISBN-13(EAN): 9780367900939 Издательство: Taylor&Francis Рейтинг: Цена: 18374.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book brings together contributions from leading scientists, academics, and experts from the oil and gas industry to discuss microbial-related problems faced by the industry and how bioinformatics and an interdisciplinary scientific approach can address these challenges. Microbial Bioinformatics in the Oil and Gas Industry: Applications to Reservoirs and Processes presents the major industrial problems caused by microbes (e.g., souring, biocorrosion) as well as the beneficial activities (e.g., biofuels, bioremediation).FEATURESOffers a detailed description of how bioinformatics has advanced our understanding of numerous issues in the oil and gas industryCovers cases from geographically diverse oil fields, laboratories, and research groupsContains fundamentals and applied information of relevance to the oil and gas sectorPresents contributions from a team of international experts across industry and academiaWith its cross-disciplinary approach, this comprehensive book provides microbial ecologists, molecular biologists, operators, engineers, chemists, and academics involved in the sector with an improved understanding of the significance of microbial bioinformatics applications in the oil and gas industry.
Описание: This volume focuses on a variety of in silico protocols of the latest bioinformatics tools and computational pipelines developed for neo-antigen identification and immune cell analysis from high-throughput sequencing data for cancer immunotherapy.
Описание: This book highlights the latest research on practical applications of computational biology and bioinformatics, and addresses emerging experimental and sequencing techniques that are posing new challenges for bioinformatics and computational biology.
Автор: Ver?nica Bol?n-Canedo; Amparo Alonso-Betanzos Название: Microarray Bioinformatics ISBN: 1493994441 ISBN-13(EAN): 9781493994441 Издательство: Springer Рейтинг: Цена: 18904.00 р. Наличие на складе: Нет в наличии.
Описание: This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior analysis. Featuring perspectives from biology, computer science, and statistics, the volume explores machine learning methods such as clustering, feature selection, classification, data normalization, and missing value imputation, as well as the statistical analysis of the data and the most popular computer tools to analyze microarray data. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of detailed implementation advice that will aid researchers in getting successful results. Cutting-edge and authoritative, Microarray Bioinformatics serves as an ideal guide for researchers and graduate students in bioinformatics, with basic knowledge in biology and computer science, and with a view to work with microarray datasets.
Автор: Suravajhala Prashanth N. Название: Your Passport to a Career in Bioinformatics ISBN: 9811595437 ISBN-13(EAN): 9789811595431 Издательство: Springer Цена: 19006.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book which is the second edition of Your Passport to a Career in Bioinformatics, is intended for students who plan to work in bioinformatics.
Автор: Gбspбri Zoltбn Название: Structural Bioinformatics: Methods and Protocols ISBN: 1071602691 ISBN-13(EAN): 9781071602690 Издательство: Springer Рейтинг: Цена: 14635.00 р. Наличие на складе: Нет в наличии.
Автор: Keerthikumar Shivakumar, Mathivanan Suresh Название: Proteome Bioinformatics ISBN: 1493982885 ISBN-13(EAN): 9781493982882 Издательство: Springer Рейтинг: Цена: 13415.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This thorough book covers the most recent proteomics techniques, databases, bioinformatics tools, and computational approaches that are used for the identification and functional annotation of proteins and their structure.
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