Computational Modelling and Imaging for SARS-CoV-2 and COVID-19, Prabha, S ; Karthikeyan, P ; Kamalanand, K

Название: Computational modelling and imaging for sars-cov-2 and covid-19
ISBN: 0367695294 ISBN-13(EAN): 9780367695293
Издательство: Taylor&Francis
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Цена: 86760.00 T
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Описание: The aim of this book is to present new computational techniques and methodologies for the analysis of the clinical, epidemiological and public health aspects of SARS-CoV-2 and COVID-19 pandemic. The book presents the use of soft computing techniques such as machine learning algorithms for analysis of the epidemiological aspects of the SARS-CoV-2. This book clearly explains novel computational image processing algorithms for the detection of COVID-19 lesions in lung CT and X-ray images. It explores various computational methods for computerized analysis of the SARS-CoV-2 infection including severity assessment. The book provides a detailed description of the algorithms which can potentially aid in mass screening of SARS-CoV-2 infected cases. Finally the book also explains the conventional epidemiological models and machine learning techniques for the prediction of the course of the COVID-19 epidemic. It also provides real life examples through case studies. The book is intended for biomedical engineers, mathematicians, postgraduate students; researchers; medical scientists working on identifying and tracking infectious diseases.

Автор: Jensen, Henrik Jeldtoft (imperial College London)
Название: Complexity science
ISBN: 1108834760 ISBN-13(EAN): 9781108834766
Издательство: Cambridge Academ
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Цена: 42230.00 T
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Описание: This introductory textbook provides detailed coverage of the rapidly growing field of complexity science and accommodates readers from a wide variety of backgrounds, and with varying levels of mathematical skill. The book contains a broad range of end of chapter problems and extended projects, with solutions available to instructors online.

Название: Computational modeling and data analysis in covid-19 research
ISBN: 036768036X ISBN-13(EAN): 9780367680367
Издательство: Taylor&Francis
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Цена: 112290.00 T
Наличие на складе: Невозможна поставка.
Описание: This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health. We know prevention is better than cure, so by using several ML techniques, researchers can try to predict the disease in its early stage and develop more effective medications and treatments. Computational technologies in areas like AI, ML, Internet of Things (IoT), and drone technologies underlie a range of applications that can be developed and utilized for this purpose. Because in most cases there is no one solution to stop the spreading of pandemic diseases, and the integration of several tools and tactics are needed. Many successful applications of AI, ML, IoT, and drone technologies already exist, including systems that analyze past data to predict and conclude some useful information for controlling the spread of COVID-19 infections using minimum resources. The AI and ML approach can be helpful to design different models to give a predictive solution for mitigating infection and preventing larger outbreaks. This book:Examines the use of artificial intelligence (AI), machine learning (ML), Internet of Things (IoT), and drone technologies as a helpful predictive solution for controlling infection of COVID-19 Covers recent research related to the COVID-19 pandemic and includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle a pandemic outbreak Examines the performance, implementation, architecture, and techniques of different analytical and statistical models related to COVID-19 Includes different case studies on COVID-19

Автор: Kuhl Ellen
Название: Computational Epidemiology: Data-Driven Modeling of Covid-19
ISBN: 3030828891 ISBN-13(EAN): 9783030828899
Издательство: Springer
Цена: 60550.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This innovative textbook brings together modern concepts in mathematical epidemiology, computational modeling, physics-based simulation, data science, and machine learning to understand one of the most significant problems of our current time, the outbreak dynamics and outbreak control of COVID-19.

Автор: Kautish Sandeep, Peng Sheng-Lung, Obaid Ahmed J.
Название: Computational Intelligence Techniques for Combating COVID-19
ISBN: 3030689387 ISBN-13(EAN): 9783030689384
Издательство: Springer
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Цена: 121110.00 T
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Описание: This book presents the latest cutting edge research, theoretical methods, and novel applications in the field of computational intelligence and computational biological approaches that are aiming to combat COVID-19.

Автор: Rani Panigrahi, Chhabi ; Pati, Bibudhendu ; Rath,
Название: Computational Modeling and Data Analysis in COVID-19 Research
ISBN: 0367684284 ISBN-13(EAN): 9780367684280
Издательство: Taylor&Francis
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Цена: 51030.00 T
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Автор: Kautish Sandeep, Peng Sheng-Lung, Obaid Ahmed J.
Название: Computational Intelligence Techniques for Combating Covid-19
ISBN: 3030689352 ISBN-13(EAN): 9783030689353
Издательство: Springer
Цена: 121110.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents the latest cutting edge research, theoretical methods, and novel applications in the field of computational intelligence and computational biological approaches that are aiming to combat COVID-19.

Автор: Kose Utku, Gupta Deepak, Albuquerque Victor Hugo Costa de
Название: Data Science for COVID-19 Volume 1: Computational Perspectives
ISBN: 0128245360 ISBN-13(EAN): 9780128245361
Издательство: Elsevier Science
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Цена: 147100.00 T
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Описание:

Data Science for COVID-19 presents leading-edge research on data science techniques for the detection, mitigation, treatment and elimination of COVID-19. Sections provide an introduction to data science for COVID-19 research, considering past and future pandemics, as well as related Coronavirus variations. Other chapters cover a wide range of Data Science applications concerning COVID-19 research, including Image Analysis and Data Processing, Geoprocessing and tracking, Predictive Systems, Design Cognition, mobile technology, and telemedicine solutions. The book then covers Artificial Intelligence-based solutions, innovative treatment methods, and public safety. Finally, readers will learn about applications of Big Data and new data models for mitigation.

Название: Covid-19
ISBN: 0367674661 ISBN-13(EAN): 9780367674663
Издательство: Taylor&Francis
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Цена: 122490.00 T
Наличие на складе: Нет в наличии.
Описание: This book will highlight progress in terms of Virus Biology, Infection Detection, Prevention, and Control, along with Screening, Testing, and Detection Techniques that will provide learners and researchers (basic to advanceD) with the most innovative computer-driven methodologies for the fight against COVID-19.

Автор: Marc Potters, Jean-Philippe Bouchaud
Название: A First Course in Random Matrix Theory
ISBN: 1108488080 ISBN-13(EAN): 9781108488082
Издательство: Cambridge Academ
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Цена: 61240.00 T
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Описание: Classical statistical tools that handled real-life data have become inadequate upon the emergence of Big Data. Random matrix theory and free calculus introduced here present valuable solutions to the complex challenges posed by large datasets. Real world applications make it an essential tool for physicists, engineers, data analysts and economists.

Автор: John Bechhoefer
Название: Control Theory for Physicists
ISBN: 1107001188 ISBN-13(EAN): 9781107001183
Издательство: Cambridge Academ
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Цена: 67570.00 T
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Описание: Control theory, an interdisciplinary topic within the study of dynamical systems, is an important but often overlooked part of a physicist`s education. This is the first broad and complete treatment of the subject specifically tailored for physicists, spanning the basics to the most recent advances.

Автор: Ricardo Zavala Yoe
Название: Modelling and Control of Dynamical Systems: Numerical Implementation in a Behavioral Framework
ISBN: 3642097529 ISBN-13(EAN): 9783642097522
Издательство: Springer
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Цена: 139750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The Behavioral Approach for systems and control deals directly with the solution of the differential equations which represent the system. This book reviews this approach and offers new theoretic results. The programs and algorithms are MATLAB based.