Advancing Intelligent Networks Through Distributed Optimization
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Advancing Intelligent Networks Through Distributed Optimization
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Author : Rajest, S. Suman
language : en
Publisher: IGI Global
Release Date : 2024-08-29
Advancing Intelligent Networks Through Distributed Optimization written by Rajest, S. Suman and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-29 with Computers categories.
The numerous developments in wireless communications and artificial intelligence (AI) have recently transformed the Internet of Things (IoT) networks to a level of connectivity and intelligence beyond any prior design. This topology is sharply exemplified in mobile edge computing, smart cities, smart homes, smart grids, and the IoT, among many other intelligent applications. Intelligent networks are founded on integrating caching and multi-agent systems that optimize data storage and the entire device’s learning process. However, a central node through which all agents transmit status messages and reward information is a major drawback of this design pattern. This central node condition instigates more communication overhead, potential data leakage, and the birth of data islands. To reverse this trend, using distributed optimization techniques and methodologies in cache-enabled multi-agent learning environments is increasingly beneficial. Advancing Intelligent Networks Through Distributed Optimization explains the current race for sophisticated and accurate distributed optimization in cache-enabled intelligent IoT networks given the need to make multi-agent learning converge faster and reduce communication overhead. These techniques will require innovative resource allocation strategies stretching from system training to caching, communication, and processing amongst millions of agents. This book combines the key recent research in these races into a single binder that can serve all the interested theoretical and practical scholars. The book focuses broadly on intelligent systems’ optimization trends. It identifies the various applications of advanced distributed optimization from manufacturing to medicine, agriculture and smart cities.
Machine Learning Predictive Analytics And Optimization In Complex Systems
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Author : John Joseph, Ferdin Joe
language : en
Publisher: IGI Global
Release Date : 2025-06-27
Machine Learning Predictive Analytics And Optimization In Complex Systems written by John Joseph, Ferdin Joe and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-27 with Computers categories.
The integration of machine learning, predictive analytics, and optimization techniques revolutionizes the understanding and management of complex systems. From supply chains and energy grids to healthcare and financial markets, these systems are characterized by dynamic interactions, uncertainty, and large data amounts. Machine learning enables insights into data patterns, analytics predict future behaviors, and optimization methods guide decision-making. When combined, these tools offer solutions for enhancing system performance, resilience, and adaptability. As complexity grows, their collaboration becomes vital for creating intelligent, responsive, and sustainable systems. Machine Learning, Predictive Analytics, and Optimization in Complex Systems examines the integration of intelligent technologies into system design and management, and data analysis. It explores strategies for data-informed decisions, intelligent technology utilization, and security optimization. This book covers topics such as computer engineering, smart ecosystems, and system design, and is a useful resource for computer engineers, data analysts, academicians, researchers, and scientists.
Multidisciplinary Approaches To Ai Data And Innovation For A Smarter World
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Author : Singh, Sonia
language : en
Publisher: IGI Global
Release Date : 2025-04-23
Multidisciplinary Approaches To Ai Data And Innovation For A Smarter World written by Singh, Sonia and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-23 with Business & Economics categories.
The rapid evolution of AI, data science, and emerging technologies is reshaping industries, economies, and societal interactions on an unprecedented scale. These advancements drive innovation in areas such as healthcare, finance, transportation, and environmental sustainability, offering transformative solutions while also raising critical ethical and regulatory challenges. As AI systems become more integrated into processes, multidisciplinary collaboration is essential to ensure transparency, fairness, and accountability. The responsible development and deployment of AI will determine its long-term impact, shaping a future where technology aligns with human values and social progress. Multidisciplinary Approaches to AI, Data, and Innovation for a Smarter World examines the technical basis, ethical issues, social repercussions, and prospects of AI-driven progress. It guides readers through the complex and ever-changing world of AI-driven transformation, preparing them to contribute to a future where technology serves humanity responsibly. Covering topics such as blockchain, machine learning, and social media, this book is an excellent resource for academicians, researchers, industry professionals, policymakers, business leaders, entrepreneurs, students, educators, and more.
Optimizing Patient Outcomes Through Multi Source Data Analysis In Healthcare
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Author : John Joseph, Ferdin Joe
language : en
Publisher: IGI Global
Release Date : 2025-05-28
Optimizing Patient Outcomes Through Multi Source Data Analysis In Healthcare written by John Joseph, Ferdin Joe and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-28 with Computers categories.
The landscape of healthcare is transformed by the integration of advanced data analytics, especially in the realm of multi-source data analysis. By combining diverse datasets, such as electronic health records (EHRs), genetic information, wearable device data, and patient-reported outcomes, healthcare providers can gain a comprehensive understanding of a patient's health status. This approach creates more personalized treatment plans, enhances diagnostic accuracy, and supports early detection of potential health issues. Communication between various data sources allows for the identification of hidden trends and patterns, improving predictive capabilities and optimizing patient outcomes. As healthcare systems adopt this data-driven process, it is crucial to address challenges related to data privacy, integration, and the interpretation of complex datasets, ensuring the potential benefits of multi-source data analysis are realized in ethical and effective ways. Optimizing Patient Outcomes Through Multi-Source Data Analysis in Healthcare explores the transformative potential of big data and AI in healthcare, focusing on informed decision-making. It delves into the integration of vast, diverse datasets, analyzed through AI algorithms to enhance patient outcomes and operational efficiency. This book covers topics such as automation, machine learning, and neural networks, and is a useful resource for healthcare professionals, computer engineers, business owners, academicians, researchers, and data scientists.
Pioneering Ai And Data Technologies For Next Gen Security Iot And Smart Ecosystems
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Author : John Joseph, Ferdin Joe
language : en
Publisher: IGI Global
Release Date : 2025-06-24
Pioneering Ai And Data Technologies For Next Gen Security Iot And Smart Ecosystems written by John Joseph, Ferdin Joe and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-24 with Computers categories.
Pioneering AI and data technologies redefines next-generation security, Internet of Things (IoT), and smart ecosystems. By integrating intelligent algorithms with real-time data, these technologies enable more responsive, adaptive, and predictive systems across urban infrastructure, industrial environments, and connected devices. In security, AI strengthens threat detection and response, while in IoT, it enhances smarter automation and efficient resource management. Together with advanced data analytics, these innovations drive interconnected ecosystems that are more intelligent and secure, as well as more sustainable and resilient when facing global challenges. Pioneering AI and Data Technologies for Next-Gen Security, IoT, and Smart Ecosystems explores the integration of intelligent technologies into security, automation, and smart business sectors. It presents solutions for enhanced threat detection, data analysis, and predictive maintenance. This book covers topics such as digital technology, cloud computing, and deep learning, and is a useful resource for computer engineers, security professionals, business owners, academicians, researchers, and data scientists.
Immersive Technology For The Gig Economy Transformative Business Practices
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Author : Masłoń-Oracz, Anna
language : en
Publisher: IGI Global
Release Date : 2025-06-11
Immersive Technology For The Gig Economy Transformative Business Practices written by Masłoń-Oracz, Anna and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-11 with Business & Economics categories.
Immersive technology, such as virtual reality (VR), augmented reality (AR), and mixed reality (MR), reshapes the gig economy by enabling transformative business practices that redefine how work is performed, delivered, and experienced. As gig workers rely on digital platforms for employment, immersive tools provide new ways to train, collaborate, and interact with clients across sectors. From virtual onboarding sessions and AR-guided task assistance to freelance marketplaces, these technologies enhance productivity, engagement, and accessibility. By bridging the gap between physical and digital workspaces, immersive technology can improve operational efficiency while expanding opportunities within the evolving landscape of flexible, on-demand labor. Immersive Technology for the Gig Economy: Transformative Business Practices examines the emergence of the gig economy within organizational developments. It highlights new models developed to handle global concerns affecting all businesses, focusing on managing information and resources that benefit entrepreneurs. This book covers topics such as logistics, automation, and sustainable development, and is a useful resource for business owners, economists, engineers, academicians, researchers, and scientists.
Advanced Intelligent Computing Theories And Applications With Aspects Of Artificial Intelligence
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Author : De-Shuang Huang
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-08-28
Advanced Intelligent Computing Theories And Applications With Aspects Of Artificial Intelligence written by De-Shuang Huang and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-28 with Computers categories.
The International Conference on Intelligent Computing (ICIC) was formed to p- vide an annual forum dedicated to the emerging and challenging topics in artificial intelligence, machine learning, bioinformatics, and computational biology, etc. It aims to bring together researchers and practitioners from both academia and ind- try to share ideas, problems and solutions related to the multifaceted aspects of intelligent computing. ICIC 2008, held in Shanghai, China, September 15–18, 2008, constituted the 4th International Conference on Intelligent Computing. It built upon the success of ICIC 2007, ICIC 2006 and ICIC 2005 held in Qingdao, Kunming and Hefei, China, 2007, 2006 and 2005, respectively. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was “Emerging Intelligent Computing Technology and Applications”. Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.
Proceedings Of The International Conference On Advanced Intelligent Systems And Informatics 2021
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Author : Aboul Ella Hassanien
language : en
Publisher: Springer Nature
Release Date : 2021-11-08
Proceedings Of The International Conference On Advanced Intelligent Systems And Informatics 2021 written by Aboul Ella Hassanien and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-08 with Technology & Engineering categories.
This proceeding book constitutes the refereed proceedings of the 7th International Conference on Advanced Intelligent Systems and Informatics (AISI 2021), which took place in Cairo, Egypt, during December 11-13, 2021, and is an international interdisciplinary conference that presents a spectrum of scientific research on all aspects of informatics and intelligent systems, technologies, and applications.
Advanced Information Networking And Applications
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Author : Leonard Barolli
language : en
Publisher: Springer
Release Date : 2019-03-14
Advanced Information Networking And Applications written by Leonard Barolli and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-14 with Computers categories.
The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of information networking and applications. Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important disruptive computer class based on a new platform, networking structure and interface that enable novel, low cost and high volume applications. Several of such applications have been difficult to realize because of many interconnections problems. To fulfill their large range of applications different kinds of networks need tocollaborate and wired and next generation wireless systems should be integrated in order to develop high performance computing solutions to problems arising from the complexities of these networks. This book covers the theory, design and applications of computer networks, distributed computing and information systems.
Advanced Network Technologies And Intelligent Computing
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Author : Anshul Verma
language : en
Publisher: Springer Nature
Release Date : 2024-08-07
Advanced Network Technologies And Intelligent Computing written by Anshul Verma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-07 with Computers categories.
The 4-volume proceedings set CCIS 2090, 2091,2092 and 2093 constitute the refereed post-conference proceedings of the Third International Conference on Advanced Network Technologies and Intelligent Computing, ANTIC 2023, held in Varanasi, India, during December 20-22, 2023. The 87 full papers and 11 short papers included in this book were carefully reviewed and selected from 487 submissions. The conference papers are organized in topical sections on: Part I - Advanced Network Technologies. Part II - Advanced Network Technologies; Intelligent Computing. Part III - IV - Intelligent Computing.