Applications of Machine Learning and Data Analytics Models in Maritime Transportation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applications of Machine Learning and Data Analytics Models in Maritime Transportation write by Ran Yan. This book was released on 2023-02-15. Applications of Machine Learning and Data Analytics Models in Maritime Transportation available in PDF, EPUB and Kindle. This book explores the principles of analysing maritime-transportation related practical problems using data-driven models, with a particular focus on machine learning. Coverage includes data-enabled methodologies, technologies, applications and case studies.
AI for Shipping Industry
AI for Shipping Industry - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook AI for Shipping Industry write by Rakesh Kumar. This book was released on 2024-03-18. AI for Shipping Industry available in PDF, EPUB and Kindle. The shipping industry, a vital component of global trade and commerce, faces a myriad of challenges ranging from operational inefficiencies to safety concerns and environmental impact. In an era defined by rapid technological advancement, the integration of Artificial Intelligence (AI) presents unprecedented opportunities to revolutionize the way maritime operations are conducted. The book "AI for Shipping Industry" explores the intersection of AI and the shipping sector, offering insights into how AI technologies can address the industry's most pressing issues while unlocking new levels of efficiency, safety, and sustainability. From automated vessel navigation to predictive maintenance, from cargo optimization to risk assessment, AI-driven solutions have the potential to reshape every aspect of maritime operations. This comprehensive guide delves into the evolution of the shipping industry, providing historical context and examining the current landscape of challenges and opportunities. It navigates through the fundamentals of AI, including Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, and Reinforcement Learning, elucidating their relevance and applicability within the maritime domain. Furthermore, the book explores real-world applications of AI in shipping, showcasing case studies, successful implementations, and best practices from leading industry players. It discusses the technologies driving AI adoption in the maritime sector, such as Big Data Analytics, Internet of Things (IoT), and Blockchain, and elucidates their transformative impact on operational workflows and decision-making processes. Moreover, the ethical implications, regulatory considerations, and data privacy concerns surrounding AI adoption in the shipping industry are thoroughly examined, highlighting the importance of responsible AI governance and compliance. Whether you are a maritime professional seeking to stay ahead of industry trends, a technology enthusiast intrigued by the potential of AI in shipping, or an academic researcher exploring the frontiers of maritime innovation, this book serves as a comprehensive guide and a roadmap for navigating the AI-powered future of the shipping industry. Embark on a journey to discover how AI is reshaping the seascape of maritime operations and charting a course towards a smarter, safer, and more sustainable shipping industry.
Data Analytics for Intelligent Transportation Systems
Data Analytics for Intelligent Transportation Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Analytics for Intelligent Transportation Systems write by Mashrur Chowdhury. This book was released on 2017-04-05. Data Analytics for Intelligent Transportation Systems available in PDF, EPUB and Kindle. Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the fundamental concepts of how to analyze the data they produce. It explores collecting, archiving, processing, and distributing the data, designing data infrastructures, data management and delivery systems, and the required hardware and software technologies. Users will learn how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications, along with key safety and environmental applications for both commercial and passenger vehicles, data privacy and security issues, and the role of social media data in traffic planning. - Includes case studies in each chapter that illustrate the application of concepts covered - Presents extensive coverage of existing and forthcoming intelligent transportation systems and data analytics technologies - Contains contributors from both leading academic and commercial researchers - Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications
Application of Artificial Intelligence in Maritime Transportation
Application of Artificial Intelligence in Maritime Transportation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Application of Artificial Intelligence in Maritime Transportation write by Xinqiang Chen. This book was released on 2024-03-28. Application of Artificial Intelligence in Maritime Transportation available in PDF, EPUB and Kindle. Maritime transportation assumes a large number of cargo-delivering tasks in world trade. It is noted that maritime traffic safety and efficiency may be affected by varied factors such as weather, ship crew proficiency, etc. The topic Reprint focuses on the use of artificial intelligence techniques to enhance maritime transportation efficiency. More specifically, the Reprint unveils cutting-edge machine learning-supported studies, including autonomous guide vehicle path optimization, ship arrival and departure time estimation from insufficient/biased maritime data, anomaly ship kinematic data cleansing, ship collision avoidance, etc.
Artificial Intelligence and Human Performance in Transportation
Artificial Intelligence and Human Performance in Transportation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Artificial Intelligence and Human Performance in Transportation write by Dimitrios Ziakkas. This book was released on 2024-10-30. Artificial Intelligence and Human Performance in Transportation available in PDF, EPUB and Kindle. 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.
