Artificial Intelligence For Future Intelligent Transportation

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Emphasizing a sustainable and green approach, this new book presents an overview of state-of-the-art AI strategies for solving transportation challenges around the world, with a focus on traffic management, traffic safety, public transportation, urban mobility, and pollution mitigation. The book examines modern AI technologies such as IoT, cloud computing, machine learning, and neural networking in the context of fully automated transportation that meets current requirements. The volume provides an informative review of the difficulties and recent developments in smart mobility and transportation, encompassing technical, algorithmic, and social elements. The volume examines innovative service and platform concepts for future mobility. Artificial intelligence principles are examined as well as their implementation in modern hardware architecture. New machine learning issues for autonomous vehicles and fleets are investigated in the framework of artificial intelligence. In addition, the book investigates the human dynamics and social implications of future mobility concepts. Highlighting the research directions in this field, Artificial Intelligence for Future Intelligent Transportation: Smarter and Greener Infrastructure Design will be of value for researchers in cybersecurity, machine learning, data analysis, and artificial intelligence. Ethical hackers, students, and faculty will find useful information here as well.

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Genre : Computers
Author : Rajesh Kumar Dhanaraj
Publisher : CRC Press
Release : 2024-01-09
File : 337 Pages
ISBN-13 : 9781000906837


The Future Of Intelligent Transport Systems

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The Future of Intelligent Transport Systems considers ITS from three perspectives: users, business models and regulation/policy. Topics cover in-vehicle applications, such as autonomous driving, vehicle-to-vehicle/vehicle-to-infrastructure communication, and related applications, such as personalized mobility. The book also examines ITS technology enablers, such as sensing technologies, wireless communication, computational technology, user behavior as part of the transportation chain, financial models that influence ITS, regulations, policies and standards affecting ITS, and the future of ITS applications. Users will find a holistic approach to the most recent technological advances and the future spectrum of mobility. - Systematically presents the whole spectrum of next generation Intelligent Transport Systems (ITS) technologies - Integrates coverage of personalized mobility and digital assistants, big data analytics and autonomous driving - Includes end-of-chapter, open-ended questions that trigger thinking on the technological, managerial and regulatory aspects of ITS

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Genre : Transportation
Author : George J. Dimitrakopoulos
Publisher : Elsevier
Release : 2020-02-19
File : 274 Pages
ISBN-13 : 9780128182826


Explainable Artificial Intelligence For Intelligent Transportation Systems

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Transportation typically entails crucial “life-death” choices, delegating crucial decisions to an AI algorithm without any explanation poses a serious threat. Hence, explainability and responsible AI is crucial in the context of intelligent transportation. In Intelligence Transportation System (ITS) implementations such as traffic management systems and autonomous driving applications, AI-based control mechanisms are gaining prominence. Explainable artificial intelligence for intelligent transportation system tackling certain challenges in the field of autonomous vehicle, traffic management system, data integration and analytics and monitor the surrounding environment. The book discusses and inform researchers on explainable Intelligent Transportation system. It also discusses prospective methods and techniques for enabling the interpretability of transportation systems. The book further focuses on ethical considerations apart from technical considerations.

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Genre : Computers
Author : Loveleen Gaur
Publisher : Springer Nature
Release : 2022-08-08
File : 103 Pages
ISBN-13 : 9783031096440


Nutrition Controversies And Advances In Autoimmune Disease

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Understanding the complex interplay between food safety, nutrition, bioscience, and data algorithms is crucial for effectively managing autoimmune diseases. However, the current literature often needs a comprehensive resource that integrates these disciplines, leaving researchers, clinicians, and industry professionals needing a clearer understanding of how to apply these concepts in practice. This gap in knowledge hinders the development of personalized nutrition plans and precision health interventions, ultimately limiting the effectiveness of autoimmune disease management strategies. Nutrition Controversies and Advances in Autoimmune Disease brings to the table more than a mere theoretical guide. It offers practical applications and case studies that bring to life the latest research and developments in the fields of food safety, nutrition, bioscience, and data algorithms. By integrating these disciplines, the book provides readers with the knowledge and tools to develop personalized nutrition plans and implement precision health interventions for autoimmune diseases, making it a valuable resource for anyone in the field.

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Genre : Medical
Author : Patnaik, Srikanta
Publisher : IGI Global
Release : 2024-08-09
File : 851 Pages
ISBN-13 : 9798369355305


Intelligent Transportation Systems Theory And Practice

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This book provides fundamental principles of intelligent transport systems with comprehensive insight and state of the art of vehicles, vehicular technology, connecting vehicles, and intelligent vehicles/autonomous intelligent vehicles. The book discusses different approaches for multiple sensor-based multiple-objects tracking, in addition to blockchain-based solutions for building tamper-proof sensing devices. It introduces various algorithms for security, privacy, and trust for intelligent vehicles. This book countermeasures all the drawbacks and provides useful information to students, researchers, and scientific communities. It contains chapters from national and international experts and will be essential for researchers and advanced students from academia, and industry experts who are working on intelligent transportation systems.

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Genre : Technology & Engineering
Author : Amit Kumar Tyagi
Publisher : Springer Nature
Release : 2022-11-25
File : 407 Pages
ISBN-13 : 9789811976223


Artificial Intelligence For Intelligent Systems

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The aim of this book is to highlight the most promising lines of research, using new enabling technologies and methods based on AI/ML techniques to solve issues and challenges related to intelligent and computing systems. Intelligent computing easily collects data using smart technological applications like IoT-based wireless networks, digital healthcare, transportation, blockchain, 5.0 industry and deep learning for better decision making. AI enabled networks will be integrated in smart cities' concept for interconnectivity. Wireless networks will play an important role. The digital era of computational intelligence will change the dynamics and lifestyle of human beings. Future networks will be introduced with the help of AI technology to implement cognition in real-world applications. Cyber threats are dangerous to encode information from network. Therefore, AI-Intrusion detection systems need to be designed for identification of unwanted data traffic. This book: Provides a better understanding of artificial intelligence-based applications for future smart cities Presents a detailed understanding of artificial intelligence tools for intelligent technologies Showcases intelligent computing technologies in obtaining optimal solutions using artificial intelligence Discusses energy-efficient routing protocols using artificial intelligence for Flying ad-hoc networks (FANETs) Covers machine learning-based Intrusion detection system (IDS) for smart grid It is primarily written for senior undergraduate, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, and computer engineering.

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Genre : Computers
Author : Inam Ullah Khan
Publisher : CRC Press
Release : 2024-07-31
File : 375 Pages
ISBN-13 : 9781040086964


Towards Ethical And Socially Responsible Explainable Ai

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Author : Mohammad Amir Khusru Akhtar
Publisher : Springer Nature
Release :
File : 381 Pages
ISBN-13 : 9783031664892


Applications Of Artificial Intelligence And Machine Learning

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The book presents a collection of peer-reviewed articles from the International Conference on Advances and Applications of Artificial Intelligence and Machine Learning - ICAAAIML 2020. The book covers research in artificial intelligence, machine learning, and deep learning applications in healthcare, agriculture, business, and security. This volume contains research papers from academicians, researchers as well as students. There are also papers on core concepts of computer networks, intelligent system design and deployment, real-time systems, wireless sensor networks, sensors and sensor nodes, software engineering, and image processing. This book will be a valuable resource for students, academics, and practitioners in the industry working on AI applications.

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Genre : Computers
Author : Ankur Choudhary
Publisher : Springer Nature
Release : 2021-07-27
File : 738 Pages
ISBN-13 : 9789811630675


Artificial Intelligence And Human Performance In Transportation

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Artificial Intelligence (AI) is a major technological advancement in the 21st century. With its influence spreading to all aspects of our lives and the engineering sector, establishing well-defined objectives is crucial for successfully integrating AI in the field of transportation. This book presents different ways of adopting emerging technologies in transportation operations, including security, safety, online training, and autonomous vehicle operations on land, sea, and air. This guide is a dynamic resource for senior management and decision-makers, with essential practical advice distilled from the expertise of specialists in the field. It addresses the most critical issues facing transportation service providers in adopting AI and investigates the relationship between the human operator and the technology to navigate what is and is not feasible or impossible. Case studies of actual implementation provide context to common scenarios in the transportation sector. This book will serve the reader as the starting point for practical questions regarding the deployment and safety assurance of new and emergent technologies in the transportation domains. Artificial Intelligence and Human Performance in Transportation is a beneficial read for professionals in the fields of Human Factors, Engineering (Aviation, Maritime and Land), Logistics, Manufacturing, Accident Investigation and Safety, Cybersecurity and Human Resources.

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Genre : Technology & Engineering
Author : Dimitrios Ziakkas
Publisher : CRC Press
Release : 2024-10-30
File : 148 Pages
ISBN-13 : 9781040126240


Advanced Informatics For Computing Research

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This volume constitutes selected and revised papers of the 5th International Conference on Advanced Informatics for Computing Research, ICAICR 2021, held in Gurugram, India, in December 2021. The 17 revised full papers and 6 short papers presented were carefully reviewed and selected from 306 submissions. The papers targeted state-of-the-art as well as emerging topics pertaining to advanced informatics for computing research and its implementation for engineering applications.

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Genre : Computers
Author : Ashish Kumar Luhach
Publisher : Springer Nature
Release : 2022-06-24
File : 289 Pages
ISBN-13 : 9783031094699