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Machine Learning for Critical Internet of Medical Things: Applications and Use Cases, Al-Turjman Fadi, Nayyar Anand


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Автор: Al-Turjman Fadi, Nayyar Anand
Название:  Machine Learning for Critical Internet of Medical Things: Applications and Use Cases
ISBN: 9783030809270
Издательство: Springer
Классификация:





ISBN-10: 3030809277
Обложка/Формат: Hardcover
Страницы: 272
Вес: 0.56 кг.
Дата издания: 24.12.2021
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 79 illustrations, color; 10 illustrations, black and white; x, 261 p. 89 illus., 79 illus. in color.
Размер: 23.39 x 15.60 x 1.60 cm
Читательская аудитория: Professional & vocational
Подзаголовок: Applications and use cases
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book discusses the applications, challenges, and future trends of machine learning in medical domain, including both basic and advanced topics. The book presents how machine learning is helpful in smooth conduction of administrative processes in hospitals, in treating infectious diseases, and in personalized medical treatments. The authors show how machine learning can also help make fast and more accurate disease diagnoses, easily identify patients, help in new types of therapies or treatments, model small-molecule drugs in pharmaceutical sector, and help with innovations via integrated technologies such as artificial intelligence as well as deep learning. The authors show how machine learning also improves the physician’s and doctor’s medical capabilities to better diagnosis their patients. This book illustrates advanced, innovative techniques, frameworks, concepts, and methodologies of machine learning that will enhance the efficiency and effectiveness of the healthcare system. * Provides researchers in machine and deep learning with a conceptual understanding of various methodologies of implementing the technologies in medical areas; * Discusses the role machine learning and IoT play into locating different virus and diseases across the globe, such as COVID-19, Ebola, and cervical cancer; * Includes fundamentals and advances in machine learning in the medical field, supported by significant case studies and practical applications.
Дополнительное описание: Introduction.- An Introduction to Basic Concepts on Machine Learning, its architecture and framework.- Machine Learning Models and techniques.- Diseases diagnosis and prediction using Machine Learning.- Machine learning for Mobile/e-health, Tele-medical a



Internet of Medical Things: Remote Healthcare Systems and Applications

Автор: Hemanth D. Jude, Anitha J., Tsihrintzis George A.
Название: Internet of Medical Things: Remote Healthcare Systems and Applications
ISBN: 3030639363 ISBN-13(EAN): 9783030639365
Издательство: Springer
Цена: 25155.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book looks at the growing segment of Internet of Things technology (IoT) known as Internet of Medical Things (IoMT), an automated system that aids in bridging the gap between isolated and rural communities and the critical healthcare services that are available in more populated and urban areas.

Cognitive Internet of Medical Things for Smart Healthcare: Services and Applications

Автор: Hassanien Aboul Ella, Khamparia Aditya, Gupta Deepak
Название: Cognitive Internet of Medical Things for Smart Healthcare: Services and Applications
ISBN: 3030558355 ISBN-13(EAN): 9783030558352
Издательство: Springer
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Цена: 27950.00 р.
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Описание: This book aims to provide a detailed understanding of IoMT-supported applications while engaging premium smart computing methods and improved algorithms in the field of computer science. These applications geared towards IoMT cloud analysis, machine learning, computer vision and deep learning have enabled the evaluation of the proposed solutions.

Recent Advances in Internet of Things and Machine Learning: Real-World Applications

Автор: Balas Valentina E., Solanki Vijender Kumar, Kumar Raghvendra
Название: Recent Advances in Internet of Things and Machine Learning: Real-World Applications
ISBN: 3030901181 ISBN-13(EAN): 9783030901189
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This book covers a domain that is significantly impacted by the growth of soft computing. Internet of Things (IoT)-related applications are gaining much attention with more and more devices which are getting connected, and they become the potential components of some smart applications. Thus, a global enthusiasm has sparked over various domains such as health, agriculture, energy, security, and retail. So, in this book, the main objective is to capture this multifaceted nature of IoT and machine learning in one single place. According to the contribution of each chapter, the book also provides a future direction for IoT and machine learning research. The objectives of this book are to identify different issues, suggest feasible solutions to those identified issues, and enable researchers and practitioners from both academia and industry to interact with each other regarding emerging technologies related to IoT and machine learning. In this book, we look for novel chapters that recommend new methodologies, recent advancement, system architectures, and other solutions to prevail over the limitations of IoT and machine learning.

Applications of Artificial Intelligence in Electrical Engineering

Автор: Saifullah Khalid
Название: Applications of Artificial Intelligence in Electrical Engineering
ISBN: 1799827186 ISBN-13(EAN): 9781799827184
Издательство: Mare Nostrum (Eurospan)
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Цена: 42451.00 р.
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Описание: Artificial intelligence is increasingly finding its way into industrial and manufacturing contexts. The prevalence of AI in industry from stock market trading to manufacturing makes it easy to forget how complex artificial intelligence has become. Engineering provides various current and prospective applications of these new and complex artificial intelligence technologies.

Applications of Artificial Intelligence in Electrical Engineering is a critical research book that examines the advancing developments in artificial intelligence with a focus on theory and research and their implications. Highlighting a wide range of topics such as evolutionary computing, image processing, and swarm intelligence, this book is essential for engineers, manufacturers, technology developers, IT specialists, managers, academicians, researchers, computer scientists, and students.

Internet of Things and Big Data Applications: Recent Advances and Challenges

Автор: Balas Valentina E., Solanki Vijender Kumar, Kumar Raghvendra
Название: Internet of Things and Big Data Applications: Recent Advances and Challenges
ISBN: 3030391213 ISBN-13(EAN): 9783030391218
Издательство: Springer
Цена: 23757.00 р.
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Описание: This book provides essential future directions for IoT and Big Data research. Thus, there is a new global interest in these applications in various domains such as health, agriculture, energy, security and retail.

Green Internet of Things Sensor Networks: Applications, Communication Technologies, and Security Challenges

Автор: Murtala Zungeru Adamu, Chuma Joseph M., Lebekwe Caspar K.
Название: Green Internet of Things Sensor Networks: Applications, Communication Technologies, and Security Challenges
ISBN: 3030549828 ISBN-13(EAN): 9783030549824
Издательство: Springer
Цена: 19564.00 р.
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Описание: This book presents methods for advancing green IoT sensor networks and IoT devices.

Internet of Things and Big Data Applications: Recent Advances and Challenges

Автор: Balas Valentina E., Solanki Vijender Kumar, Kumar Raghvendra
Название: Internet of Things and Big Data Applications: Recent Advances and Challenges
ISBN: 3030391183 ISBN-13(EAN): 9783030391188
Издательство: Springer
Рейтинг:
Цена: 23757.00 р.
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Описание: This book provides essential future directions for IoT and Big Data research. Thus, there is a new global interest in these applications in various domains such as health, agriculture, energy, security and retail.

Towards the Internet of Things: Architectures, Security, and Applications

Автор: Jabraeil Jamali Mohammad Ali, Bahrami Bahareh, Heidari Arash
Название: Towards the Internet of Things: Architectures, Security, and Applications
ISBN: 3030184706 ISBN-13(EAN): 9783030184704
Издательство: Springer
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Цена: 13974.00 р.
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Описание:

Chapter1: The IoT Landscape.- Chapter2: IoT Architecture.- Chapter3: IoT Security.- Chapter4: Some Cases of Smart Use of the IoT.

Data Science and Internet of Things: Research and Applications at the Intersection of DS and Iot

Автор: Fortino Giancarlo, Liotta Antonio, Gravina Raffaele
Название: Data Science and Internet of Things: Research and Applications at the Intersection of DS and Iot
ISBN: 3030671968 ISBN-13(EAN): 9783030671969
Издательство: Springer
Цена: 20962.00 р.
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Описание: This book focuses on the combination of IoT and data science, in particular how methods, algorithms, and tools from data science can effectively support IoT.

Smart Sensors for Industrial Internet of Things: Challenges, Solutions and Applications

Автор: Gupta Deepak, Hugo C. de Albuquerque Victor, Khanna Ashish
Название: Smart Sensors for Industrial Internet of Things: Challenges, Solutions and Applications
ISBN: 3030526232 ISBN-13(EAN): 9783030526238
Издательство: Springer
Цена: 25155.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Introduction.- Section 1: Industrial Internet of things (IIoT).- Introduction to Industrial Internet of things (IIoT).- IIoT Architecture.- IIoT Key Technologies .- IIoT Use Cases.- Section 2: Smart Sensors for IIoT.- How Smart? - Role of Smart Sensors in IIoT.- Challenges to IIoT Smart Sensor Manufacturing and Deployment.- Section 3: IIoT Smart.- Sensors and Business Aspects.- Smart Sensor IIoT Businesses.- Predictive Analytics with Sensor Data.- Efficient Business Predictions .- Section 4: IIoT Smart Sensors Potential and Applications.- Potential and Importance of Smart Sensors for IIoT.- Real-World Applications of Smart Sensor IIoT.- Section 5: IIoT Smart Sensor Case Studies.- Connected Vehicles - Intelligent Transport Systems.- Internet of Drones.- Precision Farming/Agriculture.- Healthcare.- Conclusion.

Internet of Things: Novel Advances and Envisioned Applications

Автор: Acharjya D. P., Geetha M. Kalaiselvi
Название: Internet of Things: Novel Advances and Envisioned Applications
ISBN: 3319851616 ISBN-13(EAN): 9783319851617
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book focuses on a combination of theoretical advances in the Internet of Things, cloud computing and its real-life applications to serve society.

Applications of Internet of Things: Proceedings of Iccciot 2020

Автор: Mandal Jyotsna K., Mukhopadhyay Somnath, Roy Alak
Название: Applications of Internet of Things: Proceedings of Iccciot 2020
ISBN: 9811561974 ISBN-13(EAN): 9789811561979
Издательство: Springer
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Цена: 20962.00 р.
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Описание: Chapter 1.Design of an Industrial Internet of Things enabled Energy Management System of a Grid Connected Solar-Wind Hybrid System based Battery Swapping Charging Station for Electric Vehicle.- Chapter 2.Modeling and Implementation of Advanced Electronic Circuit Breaker Technique for Protection.- Chapter 3. Peristaltic Transport of Casson Fluid in a Porous Channel in Presence of Hall Current.- Chapter 4.Fingerprint Authentication System for BaaS Protocol.- Chapter 5.Design of a Low Cost Li-Fi System Using Table Lamp.- ​Chapter 6. A Study of Micro Ring Resonator Based Optical Sensor.- Chapter 7. An Efficient Decision Fusion Scheme for Cooperative Spectrum Sensing in Cognitive Radio Networks.- Chapter 8. Detection of early Breast Cancer using A-priori rule mining and Machine learning approaches.- Chapter 9. Effect of Linear Features to Determination of Sleep Stages Classification from Dual-Channel of EEG signal using Machine Learning Techniques.- Chapter 10. A Tree Multicast Routing based on Fuzzy mathematics in Mobile Ad-hoc Networks.


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