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Author:
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ISBN: 9781665494915
Category :
Languages : en
Pages : 0
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Author:
Publisher:
ISBN: 9781665494915
Category :
Languages : en
Pages : 0
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Author:
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ISBN: 9781665434416
Category :
Languages : en
Pages :
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Category :
Languages : en
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Category :
Languages : en
Pages : 0
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Author: Kaushal Kishor
Publisher: CRC Press
ISBN: 1040146317
Category : Computers
Languages : en
Pages : 275
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Book Description
The effectiveness of federated learning in high‐performance information systems and informatics‐based solutions for addressing current information support requirements is demonstrated in this book. To address heterogeneity challenges in Internet of Things (IoT) contexts, Federated Learning for Smart Communication using IoT Application analyses the development of personalized federated learning algorithms capable of mitigating the detrimental consequences of heterogeneity in several dimensions. It includes case studies of IoT‐based human activity recognition to show the efficacy of personalized federated learning for intelligent IoT applications. Features: • Demonstrates how federated learning offers a novel approach to building personalized models from data without invading users’ privacy. • Describes how federated learning may assist in understanding and learning from user behavior in IoT applications while safeguarding user privacy. • Presents a detailed analysis of current research on federated learning, providing the reader with a broad understanding of the area. • Analyses the need for a personalized federated learning framework in cloud‐edge and wireless‐edge architecture for intelligent IoT applications. • Comprises real‐life case illustrations and examples to help consolidate understanding of topics presented in each chapter. This book is recommended for anyone interested in federated learning‐based intelligent algorithms for smart communications.
Author: Atulya K. Nagar
Publisher: Springer Nature
ISBN: 9819980313
Category :
Languages : en
Pages : 562
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Author: Lara Perez-Felkner
Publisher: Rutgers University Press
ISBN: 1978838697
Category : Education
Languages : en
Pages : 222
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The growing population of engineering students who identify as Latin* are underrepresented in the field of engineering. Latin* refers to an individual of Latin American origin or descent, without restricting to a specific gender. The asterisk (*) includes related identity terms such as Latina/é/o/u/x.There is, however, a rising need to train U.S. students in engineering skills to meet the demands of our increasingly technological workforce. Structurally excluding Latin* students hinders their economic and educational opportunities in engineering. Latin* Students in Engineering examines the state of Latin* engineering education at present as well as considerations for policy and practice regarding engineering education aimed at enhancing opportunity and better serving Latin* students. The essays in this volume first consider, theoretically and empirically, the experiences of Latin* students in engineering education and then expand beyond the student level to focus on institutional and social structures that challenge Latin* students' success and retention. Finally, it illuminates emergent work and considers future research, policy, and practice.
Author: Roger Lee
Publisher: Springer Nature
ISBN: 3031091450
Category : Technology & Engineering
Languages : en
Pages : 210
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Book Description
This edited book presents scientific results of the 20th IEEE/ACIS International Conference on Software Engineering Research, Management, and Applications (SERA2022) held on May 25, 2022, in Las Vegas, USA. The aim of this conference was to bring together researchers and scientists, businessmen and entrepreneurs, teachers, engineers, computer users and students to discuss the numerous fields of computer science and to share their experiences and exchange new ideas and information in a meaningful way. Research results about all aspects (theory, applications and tools) of computer and information science and to discuss the practical challenges encountered along the way and the solutions adopted to solve them. The conference organizers selected the best papers from those papers accepted for presentation at the conference. The papers were chosen based on review scores submitted by members of the program committee and underwent further rigorous rounds of review. From this second round of review, 12 of the conference’s most promising papers are then published in this Springer (SCI) book and not the conference proceedings. We impatiently await the important contributions that we know these authors will bring to the field of computer and information science.
Author:
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ISBN: 9781665452588
Category :
Languages : en
Pages : 0
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Author: Leszek Borzemski
Publisher: Springer Nature
ISBN: 3030926044
Category : Technology & Engineering
Languages : en
Pages : 518
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Book Description
This book features high-quality, peer-reviewed papers from the 28th International Conference Systems Engineering (ICSEng 2021), held at Wrcław University of Science and Technology, Wrocław, Poland, on December 14–16, 2021. Presenting the latest developments and technical solutions in systems engineering, it covers a variety of topics, such as analog and digital hardware systems, artificial intelligence and machine learning, distance learning & games, E-business systems, financial technology, general control systems, hyper-automation and Industry 4.0, Internet of things, sensor and biometric systems, medical systems and applications, robotics, computer vision, HCI, and parallel and distributed systems. As such, it helps those in the computer industry and academia to use the advances in next-generation systems engineering technology to shape real-world applications.
