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Applications of Big Data Analytics, Mohammed M. Alani; Hissam Tawfik; Mohammed Saeed;


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Автор: Mohammed M. Alani; Hissam Tawfik; Mohammed Saeed;
Название:  Applications of Big Data Analytics
ISBN: 9783030094973
Издательство: Springer
Классификация:






ISBN-10: 3030094979
Обложка/Формат: Soft cover
Страницы: 214
Вес: 0.48 кг.
Дата издания: 2018
Язык: English
Иллюстрации: XII, 214 p. 96 illus., 70 illus. in color.
Размер: Book (Paperback Initiative)
Основная тема: Computer Science
Подзаголовок: Trends, Issues, and Challenges
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This timely text/reference reviews the state of the art of big data analytics, with a particular focus on practical applications. An authoritative selection of leading international researchers present detailed analyses of existing trends for storing and analyzing big data, together with valuable insights into the challenges inherent in current approaches and systems. This is further supported by real-world examples drawn from a broad range of application areas, including healthcare, education, and disaster management. The text also covers, typically from an application-oriented perspective, advances in data science in such areas as big data collection, searching, analysis, and knowledge discovery.Topics and features:Discusses a model for data traffic aggregation in 5G cellular networks, and a novel scheme for resource allocation in 5G networks with network slicingExplores methods that use big data in the assessment of flood risks, and apply neural networks techniques to monitor the safety of nuclear power plantsDescribes a system which leverages big data analytics and the Internet of Things in the application of drones to aid victims in disaster scenariosProposes a novel deep learning-based health data analytics application for sleep apnea detection, and a novel pathway for diagnostic models of headache disordersReviews techniques for educational data mining and learning analytics, and introduces a scalable MapReduce graph partitioning approach for high degree verticesPresents a multivariate and dynamic data representation model for the visualization of healthcare data, and big data analytics methods for software reliability assessmentThis practically-focused volume is an invaluable resource for all researchers, academics, data scientists and business professionals involved in the planning, designing, and implementation of big data analytics projects.
Dr. Mohammed M. Alani is an Associate Professor in Computer Engineering and currently is the Provost at Al Khawarizmi International College, Abu Dhabi, UAE. Dr. Hissam Tawfik is a Professor of Computer Science in the School of Computing, Creative Technologies & Engineering at Leeds Beckett University, UK. Dr. Mohammed Saeed is a Professor in Computing and currently is the Vice President for Academic Affairs and Research at the University of Modern Sciences, Dubai, UAE. Dr. Obinna Anya is a Research Staff Member at IBM Research – Almaden, San Jose, CA, USA.

Дополнительное описание: Big Data Environment for Smart Healthcare Applications over 5G Mobile Network.- Challenges and Opportunities of Using Big Data for Assessing Flood Risks.- A Neural Networks Design Methodology for Detecting Loss of Coolant Accidents in Nuclear Power Plants



Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications

Автор: SEON KI PARK; Liang Xu
Название: Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications
ISBN: 3642090095 ISBN-13(EAN): 9783642090097
Издательство: Springer
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Цена: 18284.00 р.
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Описание: This book presents the most recent achievements in data assimilation in Geosciences, especially regarding meteorology, oceanography and hydrology. It spans both theoretical and applied aspects with various methodologies including variational and Kalman filter.

Applications of Paleoenvironmental Techniques in Estuarine Studies

Автор: Kaarina Weckstr?m; Peter Gell; Krystyna Saunders;
Название: Applications of Paleoenvironmental Techniques in Estuarine Studies
ISBN: 9402409882 ISBN-13(EAN): 9789402409888
Издательство: Springer
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Цена: 13974.00 р.
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Описание: The aim of this edited volume is to introduce the scientific community to paleoenvironmental studies of estuaries, to highlight the types of information that can be obtained from such studies, and to promote the use of paleoenvironmental studies in estuarine management.

Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. III)

Автор: Seon Ki Park; Liang Xu
Название: Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. III)
ISBN: 3319434144 ISBN-13(EAN): 9783319434148
Издательство: Springer
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Цена: 25155.00 р.
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Описание: Memorial Volume for Yoshi K. Sasaki

Marine Sponges: Chemicobiological and Biomedical Applications

Автор: Pallela
Название: Marine Sponges: Chemicobiological and Biomedical Applications
ISBN: 8132227921 ISBN-13(EAN): 9788132227922
Издательство: Springer
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Цена: 20962.00 р.
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Описание: The main focus of this book entitled is to provide an up-to-date coverage of marine sponges and their significance in the current era. This book is an attempt to compile an outline of marine sponge research to date, with specific detail on these bioactive compounds, and their pharmacological and biomedical applications. The book encompasses twenty chapters covering various topics related to Marine Sponges. Initial couple of chapters deal about the worldwide status of marine sponge research, the recent findings regarding dynamics of sponges, and several interesting research areas, that are believed to be deserving of increased attention. Variety of sponges, their toxicology, metagenomics, pharmaceutical significance and their possible applications in biomedicine has been discussed in detail. The second half of this part includes chapters on chemical ecology of marine sponges followed by the discussion on importance of bioeroding sponges in aquaculture systems. The following four chapters of the book deal majorly with the chemical molecules of marine sponges. In the fifth chapter, marine sponge-associated actinobacteria and their pysicochemical properties have been discussed followed by their bioactive potential. The biological application of marine sponges has been presented in later chapters with the classification of biologically active compounds being explored in detail. The second half of the book presents the vast repertoire of secondary metabolites from marine sponges, which include terpenoids, heterocycles, acetylenic compounds, steroids and nucleosides. Further, the bioactive potential of these compounds has also been discussed. One of the constituent chapter elaborates the bioactive alkaloids from marine sponges namely, pyridoacridine, indole, isoquinolene, piperidene, quinolizidine, steroidal and bromotyrosine alkaloids isolated from them. In the next couple of chapters, important sponge polymers and the anticancer effects of marine sponge compounds have been presented. The most interesting aspect of sponge biology is their use in biomedical arena. An effort has been made in this book, to cover the major constituents of sponges and their biomedical potentials. The major portion of sponge body is composed of collagen and silica and used in tissue engineering as scaffold material. This part of the book compiles chapters delineating the isolation of sponge biomaterials including collagen and their use in medical diagnostics. Overall, this book would be an important read for novice and experts in the field of sponge biology.

Ocean Physics and Chemistry: From Concepts to Applications

Автор: Roa Theodore
Название: Ocean Physics and Chemistry: From Concepts to Applications
ISBN: 1682863697 ISBN-13(EAN): 9781682863695
Издательство: Неизвестно
Цена: 25264.00 р.
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Описание: There has been rapid advancement in the research focused on marine systems and oceanic processes. This book contains path-breaking studies on ocean physics and chemistry. It offers a thorough understanding of concepts such as ocean currents and eddies, air-sea fluxes, chemical, biochemical and physical interactions, etc. The researches and case studies collated in the text discuss latest developments in data collection mechanisms, remote sensing, numerical and computational measurements and observations, etc. This book is a vital tool for all researching and studying this field.

Copulas and their Applications in Water Resources Engineering

Автор: Lan Zhang, V. P. Singh
Название: Copulas and their Applications in Water Resources Engineering
ISBN: 110847425X ISBN-13(EAN): 9781108474252
Издательство: Cambridge Academ
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Цена: 25502.00 р.
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Описание: This book describes the basic concepts of copulas, and outlines current trends and developments in copula methodology and applications. Detailed case studies with real-world data illustrate the application of copulas to hydrology and water resources engineering, for researchers, professionals and graduate students.


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