Xai Based Intelligent Systems For Society 50

Author : Fadi Al-Turjman
Publisher : Elsevier
ISBN 13 : 0323957846
Total Pages : 428 pages
Book Rating : 4.47/5 ( download)

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Download or read book XAI Based Intelligent Systems for Society 5.0 written by Fadi Al-Turjman and published by Elsevier. This book was released on 2023-11-01 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: XAI Based Intelligent Systems for Society 5.0 focuses on the development and analysis of Explainable Artificial Intelligence (XAI)-based models and intelligent systems that can be utilized for Society 5.0—characterized by a knowledge intensive, data driven, and non-monetary society. The book delves into the issues of transparency, explainability, data fusion, and interpretability, which are significant for the development of a super smart society and are addressed through XAI-based models and techniques. XAI-based deep learning models, fuzzy and hybrid intelligent systems, expert systems, and intrinsic explainable models in the context of Society 5.0 are presented in detail. The book also addresses—using XAI-based intelligent techniques—the privacy issues intrinsic in storing huge amounts of data or information in virtual space. The concept of Responsible AI, which is at the core of the future direction of XAI for Society 5.0, is also explored in this book. Finally, the application areas of XAI, including relevant case studies, are presented in the concluding chapter. This book serves as a valuable resource for graduate/post graduate students, academicians, analysts, computer scientists, engineers, researchers, professionals, and other personnel working in the area of artificial intelligence, machine learning, and intelligent systems, who are interested in creating a people-centric smart society. Defines the basic terminology and concepts surrounding explainability and related topics to bring coherence to the field Focuses on what techniques are available to improve explainability and how explainability can progress society Offers a broad range of topics, addressing multiple facets of XAI within the context of Society 5.0

Author : Mohamed Lahby
Publisher : CRC Press
ISBN 13 : 1000472361
Total Pages : 360 pages
Book Rating : 4.63/5 ( download)

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Download or read book Explainable Artificial Intelligence for Smart Cities written by Mohamed Lahby and published by CRC Press. This book was released on 2021-11-10 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thanks to rapid technological developments in terms of Computational Intelligence, smart tools have been playing active roles in daily life. It is clear that the 21st century has brought about many advantages in using high-level computation and communication solutions to deal with real-world problems; however, more technologies bring more changes to society. In this sense, the concept of smart cities has been a widely discussed topic in terms of society and Artificial Intelligence-oriented research efforts. The rise of smart cities is a transformation of both community and technology use habits, and there are many different research orientations to shape a better future. The objective of this book is to focus on Explainable Artificial Intelligence (XAI) in smart city development. As recently designed, advanced smart systems require intense use of complex computational solutions (i.e., Deep Learning, Big Data, IoT architectures), the mechanisms of these systems become ‘black-box’ to users. As this means that there is no clear clue about what is going on within these systems, anxieties regarding ensuring trustworthy tools also rise. In recent years, attempts have been made to solve this issue with the additional use of XAI methods to improve transparency levels. This book provides a timely, global reference source about cutting-edge research efforts to ensure the XAI factor in smart city-oriented developments. The book includes both positive and negative outcomes, as well as future insights and the societal and technical aspects of XAI-based smart city research efforts. This book contains nineteen contributions beginning with a presentation of the background of XAI techniques and sustainable smart-city applications. It then continues with chapters discussing XAI for Smart Healthcare, Smart Education, Smart Transportation, Smart Environment, Smart Urbanization and Governance, and Cyber Security for Smart Cities.

Author : Amit Joshi
Publisher : Springer
ISBN 13 : 9789813349001
Total Pages : 282 pages
Book Rating : 4.0X/5 ( download)

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Download or read book Sustainable Intelligent Systems written by Amit Joshi and published by Springer. This book was released on 2021-03-07 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses issues related to ICT, intelligent systems, data science, AI, machine learning, sustainable development and overall their impacts on sustainability. It provides an overview of the technologies of future. The book also discusses novel intelligent algorithms and their applications to move from a data-centric world to sustainable world. It includes research paradigms on sustainable development goals and societal impacts. The book provides an overview of cutting-edge techniques toward sustainability and ideas to help researchers who want to understand the challenges and opportunities of using smart management perspective for sustainable society. It serves as a reference to wide ranges of readers from computer science, data analysts, AI technocrats and management researchers.

Author : IEEE Computer Society Press
Publisher :
ISBN 13 : 9780769548609
Total Pages : 440 pages
Book Rating : 4.01/5 ( download)

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Download or read book Intelligent Systems written by IEEE Computer Society Press and published by . This book was released on 2012 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Aurona Gerber
Publisher : Springer Nature
ISBN 13 : 3031328086
Total Pages : 491 pages
Book Rating : 4.84/5 ( download)

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Download or read book Design Science Research for a New Society: Society 5.0 written by Aurona Gerber and published by Springer Nature. This book was released on 2023-05-18 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023, which was held in Pretoria, South Africa, from May 31–June 2, 2023. The 29 full papers presented in this volume were carefully reviewed and selected from 81 submissions. The papers are organized in the following topical sections: Design-oriented Research for Society 5.0 (Theme Track); Design of Systems Using Emerging Technologies; Human-Centered Artificial Intelligence (HCAI); Healthcare Systems and Quality of Life; Innovation and Entrepreneurship; Emerging DSR Methods and Processes; Education and DRS; Human Safety and Cybersecurity; Co-Desing and Collective Creativity for Addressing Grand Challenges; and Sustainability and Responsible Design.

Author :
Publisher :
ISBN 13 : 9789042303454
Total Pages : 563 pages
Book Rating : 4.5X/5 ( download)

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Download or read book Intelligent Systems written by and published by . This book was released on 2008 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Tin-Chih Toly Chen
Publisher : Springer Nature
ISBN 13 : 303154935X
Total Pages : 113 pages
Book Rating : 4.59/5 ( download)

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Download or read book Explainable Ambient Intelligence (XAmI) written by Tin-Chih Toly Chen and published by Springer Nature. This book was released on with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Mehul S Raval
Publisher : CRC Press
ISBN 13 : 100090640X
Total Pages : 346 pages
Book Rating : 4.00/5 ( download)

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Download or read book Explainable AI in Healthcare written by Mehul S Raval and published by CRC Press. This book was released on 2023-07-17 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book combines technology and the medical domain. It covers advances in computer vision (CV) and machine learning (ML) that facilitate automation in diagnostics and therapeutic and preventive health care. The special focus on eXplainable Artificial Intelligence (XAI) uncovers the black box of ML and bridges the semantic gap between the technologists and the medical fraternity. Explainable AI in Healthcare: Unboxing Machine Learning for Biomedicine intends to be a premier reference for practitioners, researchers, and students at basic, intermediary levels and expert levels in computer science, electronics and communications, information technology, instrumentation and control, and electrical engineering. This book will benefit readers in the following ways: Explores state of art in computer vision and deep learning in tandem to develop autonomous or semi-autonomous algorithms for diagnosis in health care Investigates bridges between computer scientists and physicians being built with XAI Focuses on how data analysis provides the rationale to deal with the challenges of healthcare and making decision-making more transparent Initiates discussions on human-AI relationships in health care Unites learning for privacy preservation in health care

Author : Lakshmi D
Publisher : CRC Press
ISBN 13 : 1040038832
Total Pages : 335 pages
Book Rating : 4.33/5 ( download)

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Download or read book Explainable AI (XAI) for Sustainable Development written by Lakshmi D and published by CRC Press. This book was released on 2024-06-26 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative research works to automate, innovate, design, and deploy AI fo real-world applications. It discusses AI applications in major cutting-edge technologies and details about deployment solutions for different applications for sustainable development. The application of Blockchain techniques illustrates the ways of optimisation algorithms in this book. The challenges associated with AI deployment are also discussed in detail, and edge computing with machine learning solutions is explained. This book provides multi-domain applications of AI to the readers to help find innovative methods towards the business, sustainability, and customer outreach paradigms in the AI domain. • Focuses on virtual machine placement and migration techniques for cloud data centres • Presents the role of machine learning and meta-heuristic approaches for optimisation in cloud computing services • Includes application of placement techniques for quality of service, performance, and reliability improvement • Explores data centre resource management, load balancing and orchestration using machine learning techniques • Analyses dynamic and scalable resource scheduling with a focus on resource management The reference work is for postgraduate students, professionals, and academic researchers in computer science and information technology.

Author : Reddy, K. Hemant Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 437 pages
Book Rating : 4.58/5 ( download)

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Download or read book Handbook of Research on Network-Enabled IoT Applications for Smart City Services written by Reddy, K. Hemant Kumar and published by IGI Global. This book was released on 2023-09-26 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid growth of IoT and its applications in smart cities pose significant challenges for academic scholars. The increasing number of interconnected devices and the massive amounts of data they generate strain traditional networks, leading to inefficiencies and security vulnerabilities. Additionally, the centralized control plane in Software Defined Networks (SDN) presents a single point of failure, hindering network performance, while IoT devices themselves are susceptible to attacks, compromising user data and privacy. To address these pressing issues, Network-Enabled IoT Applications for Smart City Services offers a compelling solution. Edited by Dr. K. Hemant Kumar Reddy, Dr. Diptendu SinhaRoy, and Tapas Mishra, this book advocates leveraging SDN to handle high-frequency data streams effectively. It also proposes the integration of blockchain technology to enhance security and reliability in IoT applications, offering a roadmap for scholars to improve network efficiency, security, and reliability in IoT and smart city domains. With their extensive expertise, the authors provide academic scholars with a comprehensive and innovative resource that inspires further research and development in this evolving field, enabling them to make significant contributions to the advancement of IoT and smart city technologies.