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Computational Intelligence for Covid-19 and Future Pandemics: Emerging Applications and Strategies, Kose Utku, Watada Junzo, Deperlioglu Omer



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Автор: Kose Utku, Watada Junzo, Deperlioglu Omer
Название:  Computational Intelligence for Covid-19 and Future Pandemics: Emerging Applications and Strategies
ISBN: 9789811637827
Издательство: Springer
Классификация:
ISBN-10: 9811637822
Обложка/Формат: Hardcover
Страницы: 524
Вес: 0.802 кг.
Дата издания: 27.10.2021
Серия: Disruptive technologies and digital transformations for society 5.0
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 139 illustrations, color; 50 illustrations, black and white; xxiv, 424 p. 189 illus., 139 illus. in color.
Размер: 23.39 x 15.60 x 2.54 cm
Читательская аудитория: Professional & vocational
Подзаголовок: Emerging applications and strategies
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: The book covers a wide topic collection starting from essentials of Computational Intelligence to advance, and possible application types against COVID-19 as well as its effects on the field of medical, social, and different data-oriented research scopes. Among these topics, the book also covers very recently, vital topics in terms of fighting against COVID-19 and solutions for future pandemics. The book includes the use of computational intelligence for especially medical diagnosis and treatment, and also data-oriented tracking-predictive solutions, which are key components currently for fighting against COVID-19. In this way, the book will be a key reference work for understanding how computational intelligence and the most recent technologies (i.e. Internet of Healthcare Thing, big data, and data science techniques) can be employed in solution phases and how they change the way of future solutions. The book also covers research works with negative results so that possible disadvantages of using computational intelligence solutions and/or experienced side-effects can be known widely for better future of medical solutions and use of intelligent systems against COVID-19 and pandemics. The book is considering both theoretical and applied views to enable readers to be informed about not only research works but also theoretical views about essentials/components of intelligent systems against COVID-19/pandemics, possible modeling scenarios with current and future perspective as well as solution strategies thought by researchers all over the world.
Дополнительное описание: Image Processing for Computational Intelligence against COVID-19.- Design of Computational Intelligence against COVID-19.- Data Processing for Computational Intelligence against COVID-19.- Geoprocessing/Tracking based Computational Intelligence for COVID-



Enabling Healthcare 4.0 for Pandemics

Автор: Abhinav Juneja, Vikram Bali, Sapna Juneja, Vishal
Название: Enabling Healthcare 4.0 for Pandemics
ISBN: 1119768799 ISBN-13(EAN): 9781119768791
Издательство: Wiley
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Цена: 27962 р.
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Описание: ENABLING HEALTHCARE 4.0 for PANDEMICS

The book explores the role and scope of AI, machine learning and other current technologies to handle pandemics.

In this timely book, the editors explore the current state of practice in Healthcare 4.0 and provide a roadmap for harnessing artificial intelligence, machine learning, and Internet of Things, as well as other modern cognitive technologies, to aid in dealing with the various aspects of an emergency pandemic outbreak. There is a need to improvise healthcare systems with the intervention of modern computing and data management platforms to increase the reliability of human processes and life expectancy. There is an urgent need to come up with smart IoT-based systems which can aid in the detection, prevention and cure of these pandemics with more precision. There are a lot of challenges to overcome but this book proposes a new approach to organize the technological warfare for tackling future pandemics.

In this book, the reader will find:

  • State-of-the-art technological advancements in pandemic management;
  • AI and ML-based identification and forecasting of pandemic spread;
  • Smart IoT-based ecosystem for pandemic scenario.

Audience
The book will be used by researchers and practitioners in computer science, artificial intelligence, bioinformatics, data scientists, biomedical statisticians, as well as industry professionals in disaster and pandemic management.

Computational Intelligence in Emerging Technologies for Engineering Applications

Автор: Llanes Santiago Orestes, Cruz Corona Carlos, Silva Neto Antфnio Josй
Название: Computational Intelligence in Emerging Technologies for Engineering Applications
ISBN: 3030344088 ISBN-13(EAN): 9783030344085
Издательство: Springer
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Цена: 19897 р.
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Описание: Uncertainty Analysis of a Near-field Acoustic Levitation System.- Uncertainty Quantification and Statistics of Curves and Surfaces.- Meta-heuristic approaches for automatic roof measurement in solar panels installations.- Solution of a Coupled Conduction-Radiation Inverse Heat Transfer Problem with the Topographical Global Optimization Method.- Towards Intelligent Optimization of Design Strategies of Cyber Physical Systems: Measuring Efficacy through Evolutionary Computations.- A Novel Approach for Leak Localization in Water Distribution Networks using Computational Intelligence.- Determination of Nano-Aerosol Size Distribution using Differential Evolution.- Estimation of Timewise Varying Boundary Heat Flux via Bayesian Filters and Markov Chain Monte Carlo Method.- Health monitoring of automotive batteries in fast-charging conditions through a fuzzy model of the incremental capacity.- Fault Detection and Isolation in Smart Grid Devices using Probabilistic Boolean Networks.- Evaluating Automated Machine Learning on supervised regression Traffic Forecasting Problems.- Multi-robot coalition formation and task allocation using immigrant based adaptive genetic algorithms.- Lidar and Non-Extensive Particle Filter for UAV Autonomous Navigation.- Quasi-optimization of the Time Dependent Travelling Salesman Problem by Intuitionistic Fuzzy Model and Memetic Algorithm.- Analyzing Information and Communications Technology national indices by using Fuzzy Datamining Techniques.

Emerging Trends and Applications in Cognitive Computing

Автор: MALLICK & BORAH
Название: Emerging Trends and Applications in Cognitive Computing
ISBN: 1522557938 ISBN-13(EAN): 9781522557937
Издательство: Eurospan
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Цена: 32282 р.
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Описание: Though an individual can process a limitless amount of information, the human brain can only comprehend a small amount of data at a time. Using technology can improve the process and comprehension of information, but the technology must learn to behave more like a human brain to employ concepts like memory, learning, visualization ability, and decision making.Emerging Trends and Applications in Cognitive Computing is a fundamental scholarly source that provides empirical studies and theoretical analysis to show how learning methods can solve important application problems throughout various industries and explain how machine learning research is conducted. Including innovative research on topics such as deep neural networks, cyber-physical systems, and pattern recognition, this collection of research will benefit individuals such as IT professionals, academicians, students, researchers, and managers.

Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications

Автор: Oscar Castillo; Patricia Melin; Janusz Kacprzyk
Название: Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications
ISBN: 331989028X ISBN-13(EAN): 9783319890289
Издательство: Springer
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Цена: 30611 р.
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Описание: This book comprises papers on diverse aspects of fuzzy logic, neural networks, and nature-inspired optimization meta-heuristics and their application in various areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book is organized into seven main parts, each with a collection of papers on a similar subject. The first part presents new concepts and algorithms based on type-2 fuzzy logic for dynamic parameter adaptation in meta-heuristics. The second part discusses network theory and applications, and includes papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The third part addresses the theory and practice of meta-heuristics in different areas of application, while the fourth part describes diverse fuzzy logic applications in the control area, which can be considered as intelligent controllers. The next two parts explore applications in areas, such as time series prediction, and pattern recognition and new optimization and evolutionary algorithms and their applications respectively. Lastly, the seventh part addresses the design and application of different hybrid intelligent systems.

Computational Intelligence in Digital Forensics: Forensic Investigation and Applications

Автор: Azah Kamilah Muda; Yun-Huoy Choo; Ajith Abraham; S
Название: Computational Intelligence in Digital Forensics: Forensic Investigation and Applications
ISBN: 3319058843 ISBN-13(EAN): 9783319058849
Издательство: Springer
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Цена: 22958 р.
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Описание: Introduction.- Forensic Discovery and Investigation.- Intelligent Forensic Science Applications.

Applications of Computational Intelligence

Автор: Alvaro David Orjuela-Ca??n; Juan Carlos Figueroa-G
Название: Applications of Computational Intelligence
ISBN: 3030362108 ISBN-13(EAN): 9783030362102
Издательство: Springer
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Цена: 10407 р.
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Описание: This book constitutes the thoroughly refereed proceedings of the Second IEEE Colombian Conference, ColCACI 2019, held in Barranquilla, Colombia, in June 2019.

The 21 full papers presented were carefully reviewed and selected from 59 submissions. The papers cover such topics as video processing; biomedical systems; image processing, etc.
Aspects of Computational Intelligence: Theory and Applications

Автор: Ladislav Madar?sz; Jozef ?iv??k
Название: Aspects of Computational Intelligence: Theory and Applications
ISBN: 3642431194 ISBN-13(EAN): 9783642431197
Издательство: Springer
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Цена: 22886 р.
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Описание: This book collects papers presented at the 15th IEEE International Conference on Intelligence Engineering Systems, covering research and development in computational intelligence and offering some perspective directions of development.

Computational Intelligence: Theory and Applications

Автор: Bernd Reusch
Название: Computational Intelligence: Theory and Applications
ISBN: 354066050X ISBN-13(EAN): 9783540660507
Издательство: Springer
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Цена: 18366 р.
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Описание: These revised full papers are devoted to foundational and practical issues in fuzzy systems, neural networks and genetic algorithms.

Recent Developments and the New Direction in Soft-Computing Foundations and Applications

Автор: Lotfi A. Zadeh; Ronald R. Yager; Shahnaz N. Shahba
Название: Recent Developments and the New Direction in Soft-Computing Foundations and Applications
ISBN: 3030092232 ISBN-13(EAN): 9783030092238
Издательство: Springer
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Цена: 22958 р.
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Описание: This book is an authoritative collection of contributions in the field of soft-computing. Based on selected works presented at the 6th World Conference on Soft Computing, held on May 22-25, 2016, in Berkeley, USA, it describes new theoretical advances, as well as cutting-edge methods and applications. Theories cover a wealth of topics, such as fuzzy logic, cognitive modeling, Bayesian and probabilistic methods, multi-criteria decision making, utility theory, approximate reasoning, human-centric computing and many others. Applications concerns a number of fields, such as internet and semantic web, social networks and trust, control and robotics, computer vision, medicine and bioinformatics, as well as finance, security and e-Commerce, among others. Dedicated to the 50th Anniversary of Fuzzy Logic and to the 95th Birthday Anniversary of Lotfi A. Zadeh, the book not only offers a timely view on the field, yet it also discusses thought-provoking developments and challenges, thus fostering new research directions in the diverse areas of soft computing.

Methodologies and Applications of Computational Statistics for Machine Intelligence

Автор: Samanta Debabrata, Rao Althar Raghavendra, Pramanik Sabyasachi
Название: Methodologies and Applications of Computational Statistics for Machine Intelligence
ISBN: 1799877027 ISBN-13(EAN): 9781799877028
Издательство: Eurospan
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Цена: 35028 р.
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Описание: With the field of computational statistics growing rapidly, there is a need for capturing the advances and assessing their impact. Advances in simulation and graphical analysis also add to the pace of the statistical analytics field. Computational statistics play a key role in financial applications, particularly risk management and derivative pricing, biological applications including bioinformatics and computational biology, and computer network security applications that touch the lives of people. With high impacting areas such as these, it becomes important to dig deeper into the subject and explore the key areas and their progress in the recent past.

Methodologies and Applications of Computational Statistics for Machine Intelligence serves as a guide to the applications of new advances in computational statistics. This text holds an accumulation of the thoughts of multiple experts together, keeping the focus on core computational statistics that apply to all domains. Covering topics including artificial intelligence, deep learning, and trend analysis, this book is an ideal resource for statisticians, computer scientists, mathematicians, lecturers, tutors, researchers, academic and corporate libraries, practitioners, professionals, students, and academicians.

Emerging Technologies for Health and Medicine: Virtual Reality, Augmented Reality, Artificial Intelligence, Internet of Things, Robotics, Industry 4.0

Автор: Dac–Nhuong Le, Chung Van Le, Jolanda G. Tromp, Gia
Название: Emerging Technologies for Health and Medicine: Virtual Reality, Augmented Reality, Artificial Intelligence, Internet of Things, Robotics, Industry 4.0
ISBN: 1119509815 ISBN-13(EAN): 9781119509813
Издательство: Wiley
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Цена: 31394 р.
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Описание:

Showcases the latest trends in new virtual/augmented reality healthcare and medical applications and provides an overview of the economic, psychological, educational and organizational impacts of these new applications and how we work, teach, learn and provide care.

With the current advances in technology innovation, the field of medicine and healthcare is rapidly expanding and, as a result, many different areas of human health diagnostics, treatment and care are emerging. Wireless technology is getting faster and 5G mobile technology allows the Internet of Medical Things (IoMT) to greatly improve patient care and more effectively prevent illness from developing.

This book provides an overview and review of the current and anticipated changes in medicine and healthcare due to new technologies and faster communication between users and devices.

The groundbreaking book presents state-of-the-art chapters on many subjects including:

  • A review of the implications of Virtual Reality (VR) and Augmented Reality (AR) healthcare applications
  • A review of current augmenting dental care
  • An overview of typical human-computer interaction (HCI) that can help inform the development of user interface designs and novel ways to evaluate human behavior to responses in VR and other new technologies
  • A review of telemedicine technologies
  • Building empathy in young children using augmented reality
  • AI technologies for mobile health of stroke monitoring & rehabilitation robotics control
  • Mobile doctor brain AI App
  • An artificial intelligence mobile cloud computing tool
  • Development of a robotic teaching aid for disabled children
  • Training system design of lower limb rehabilitation robot based on virtual reality
Computational Intelligence: Advances and Applications

Автор: Cox Gabriele
Название: Computational Intelligence: Advances and Applications
ISBN: 168285616X ISBN-13(EAN): 9781682856161
Издательство: Неизвестно
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Цена: 30319 р.
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