Computational Intelligence In Recent Communication Networks

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Computational Intelligence In Recent Communication Networks

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Author : Mariya Ouaissa
language : en
Publisher: Springer Nature
Release Date : 2022-02-21

Computational Intelligence In Recent Communication Networks written by Mariya Ouaissa and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-21 with Technology & Engineering categories.

This book focuses on the use of Artificial Intelligence and Machine Learning (AI/ML) based techniques to solve issues related to communication networks, their layers, as well as their applications. The book first offers an introduction to recent trends regarding communication networks. The authors then provide an overview of theoretical concepts of AI/ML, techniques and protocols used in different layers of communication. Furthermore, this book presents solutions that help analyze complex patterns in user data and ultimately improve productivity. Throughout, AI/ML-based solutions are provided, for topics such as signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction, software-defined networking, congestion control, communication network optimization, security, and anomaly detection. The book features chapters from a large spectrum of authors including researchers, students, as well as industrials involved in research and development.

2015 International Conference On Computational Intelligence And Communication Networks

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Author :
language : en
Publisher:
Release Date : 2015

2015 International Conference On Computational Intelligence And Communication Networks written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.

2014 International Conference On Computational Intelligence And Communication Networks

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Author :
language : en
Publisher:
Release Date : 2014

2014 International Conference On Computational Intelligence And Communication Networks written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.

Communication Networks And Service Management In The Era Of Artificial Intelligence And Machine Learning

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Author : Nur Zincir-Heywood
language : en
Publisher: John Wiley & Sons
Release Date : 2021-10-12

Communication Networks And Service Management In The Era Of Artificial Intelligence And Machine Learning written by Nur Zincir-Heywood and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-12 with Technology & Engineering categories.

COMMUNICATION NETWORKS AND SERVICE MANAGEMENT IN THE ERA OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING Discover the impact that new technologies are having on communication systems with this up-to-date and one-stop resource Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning delivers a comprehensive overview of the impact of artificial intelligence (AI) and machine learning (ML) on service and network management. Beginning with a fulsome description of ML and AI, the book moves on to discuss management models, architectures, and frameworks. The authors also explore how AI and ML can be used in service management functions like the generation of workload profiles, service provisioning, and more. The book includes a handpicked selection of applications and case studies, as well as a treatment of emerging technologies the authors predict could have a significant impact on network and service management in the future. Statistical analysis and data mining are also discussed, particularly with respect to how they allow for an improvement of the management and security of IT systems and networks. Readers will also enjoy topics like: A thorough introduction to network and service management, machine learning, and artificial intelligence An exploration of artificial intelligence and machine learning for management models, including autonomic management, policy-based management, intent based management, and network virtualization-based management Discussions of AI and ML for architectures and frameworks, including cloud systems, software defined networks, 5G and 6G networks, and Edge/Fog networks An examination of AI and ML for service management, including the automatic generation of workload profiles using unsupervised learning Perfect for information and communications technology educators, Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning will also earn a place in the libraries of engineers and professionals who seek a structured reference on how the emergence of artificial intelligence and machine learning techniques is affecting service and network management.

Computational Intelligence In Internet Of Agricultural Things

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Author : M. G. Sumithra
language : en
Publisher: Springer Nature
Release Date : 2024-08-27

Computational Intelligence In Internet Of Agricultural Things written by M. G. Sumithra and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-27 with Computers categories.

This book focuses on the integration of IoT and AI techniques to generate greater data-driven solutions for the agriculture industry. It also focuses on computational intelligence (CI), machine learning, and AI techniques along with current applications, obstacles, and potential challenges and solutions for agricultural industries. These technologies have the potential to curtail resource wastage and contribute to addressing the challenges of feeding the expanding global population. This book acts as a resource to augment the reader's comprehension of the role of emerging IT technologies in the agricultural sector. This book also covers key technologies and techniques such as AI, ML, and IoT in the development of smart agriculture and provides information on various types of smart farming technology, platforms, and machine learning algorithms with case studies based on real-time problems.

Recent Trends In Computational Intelligence Enabled Research

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Author : Siddhartha Bhattacharyya
language : en
Publisher: Academic Press
Release Date : 2021-07-31

Recent Trends In Computational Intelligence Enabled Research written by Siddhartha Bhattacharyya and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-31 with Computers categories.

The field of computational intelligence has grown tremendously over that past five years, thanks to evolving soft computing and artificial intelligent methodologies, tools and techniques for envisaging the essence of intelligence embedded in real life observations. Consequently, scientists have been able to explain and understand real life processes and practices which previously often remain unexplored by virtue of their underlying imprecision, uncertainties and redundancies, and the unavailability of appropriate methods for describing the incompleteness and vagueness of information represented. With the advent of the field of computational intelligence, researchers are now able to explore and unearth the intelligence, otherwise insurmountable, embedded in the systems under consideration. Computational Intelligence is now not limited to only specific computational fields, it has made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design to name a few. Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications explores the use of this computational paradigm across a wide range of applied domains which handle meaningful information. Chapters investigate a broad spectrum of the applications of computational intelligence across different platforms and disciplines, expanding our knowledge base of various research initiatives in this direction. This volume aims to bring together researchers, engineers, developers and practitioners from academia and industry working in all major areas and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing. - Provides insights into the theory, algorithms, implementation, and application of computational intelligence techniques - Covers a wide range of applications of deep learning across various domains which are researching the applications of computational intelligence - Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques

Artificial Intelligence For Blockchain And Cybersecurity Powered Iot Applications

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Author : Mariya Ouaissa
language : en
Publisher: CRC Press
Release Date : 2024-12-30

Artificial Intelligence For Blockchain And Cybersecurity Powered Iot Applications written by Mariya Ouaissa and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-30 with Computers categories.

The objective of this book is to showcase recent solutions and discuss the opportunities that AI, blockchain, and even their combinations can present to solve the issue of Internet of Things (IoT) security. It delves into cuttingedge technologies and methodologies, illustrating how these innovations can fortify IoT ecosystems against security threats. The discussion includes a comprehensive analysis of AI techniques such as machine learning and deep learning, which can detect and respond to security breaches in real time. The role of blockchain in ensuring data integrity, transparency, and tamper- proof transactions is also thoroughly examined. Furthermore, this book will present solutions that will help analyze complex patterns in user data and ultimately improve productivity.

The Convergence Of Artificial Intelligence Ai And 6g Communication Networks The Needs And Implications

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Author :
language : en
Publisher: Academic Press
Release Date : 2025-05

The Convergence Of Artificial Intelligence Ai And 6g Communication Networks The Needs And Implications written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05 with Computers categories.

Advances in Computers, Volume presents innovations in computer hardware, software, theory, design and applications, with this updated volume including new chapters on Contains novel subject matter that is relevant to computer scienceIncludes the expertise of contributing authorsPresents an easy to comprehend writing style

2016 Second Ieee International Conference On Research In Computational Intelligence And Communication Networks Icrcicn

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Author :
language : en
Publisher:
Release Date : 2016

2016 Second Ieee International Conference On Research In Computational Intelligence And Communication Networks Icrcicn written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.

2017 Third Ieee International Conference On Research In Computational Intelligence And Communication Networks Icrcicn 2017

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Author : Siddhartha Bhattacharyya
language : en
Publisher:
Release Date : 2017

2017 Third Ieee International Conference On Research In Computational Intelligence And Communication Networks Icrcicn 2017 written by Siddhartha Bhattacharyya and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with categories.