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ISBN 10: 1839535598 ISBN 13: 9781839535598
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Aggiungi al carrelloHardback. Condizione: New. Machine learning and data analytics can be used to inform technical, commercial and financial decisions in the maritime industry. Applications of Machine Learning and Data Analytics Models in Maritime Transportation explores the fundamental principles of analysing maritime transportation related practical problems using data-driven models, with a particular focus on machine learning and operations research models. Data-enabled methodologies, technologies, and applications in maritime transportation are clearly and concisely explained, and case studies of typical maritime challenges and solutions are also included. The authors begin with an introduction to maritime transportation, followed by chapters providing an overview of ship inspection by port state control, and the principles of data driven models. Further chapters cover linear regression models, Bayesian networks, support vector machines, artificial neural networks, tree-based models, association rule learning, cluster analysis, classic and emerging approaches to solving practical problems in maritime transport, incorporating shipping domain knowledge into data-driven models, explanation of black-box machine learning models in maritime transport, linear optimization, advanced linear optimization, and integer optimization. A concluding chapter provides an overview of coverage and explores future possibilities in the field. The book will be especially useful to researchers and professionals with expertise in maritime research who wish to learn how to apply data analytics and machine learning to their fields.
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Aggiungi al carrelloCondizione: New. pp. 224.
Lingua: Inglese
Editore: The Institution of Engineering and Technology, 2023
ISBN 10: 1839535598 ISBN 13: 9781839535598
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Aggiungi al carrelloHardback. Condizione: New. Machine learning and data analytics can be used to inform technical, commercial and financial decisions in the maritime industry. Applications of Machine Learning and Data Analytics Models in Maritime Transportation explores the fundamental principles of analysing maritime transportation related practical problems using data-driven models, with a particular focus on machine learning and operations research models. Data-enabled methodologies, technologies, and applications in maritime transportation are clearly and concisely explained, and case studies of typical maritime challenges and solutions are also included. The authors begin with an introduction to maritime transportation, followed by chapters providing an overview of ship inspection by port state control, and the principles of data driven models. Further chapters cover linear regression models, Bayesian networks, support vector machines, artificial neural networks, tree-based models, association rule learning, cluster analysis, classic and emerging approaches to solving practical problems in maritime transport, incorporating shipping domain knowledge into data-driven models, explanation of black-box machine learning models in maritime transport, linear optimization, advanced linear optimization, and integer optimization. A concluding chapter provides an overview of coverage and explores future possibilities in the field. The book will be especially useful to researchers and professionals with expertise in maritime research who wish to learn how to apply data analytics and machine learning to their fields.
Lingua: Inglese
Editore: Inst of Engineering & Technology, 2023
ISBN 10: 1839535598 ISBN 13: 9781839535598
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Aggiungi al carrelloHardcover. Condizione: Brand New. 300 pages. 9.25x6.25x0.75 inches. In Stock.
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ISBN 10: 1839535598 ISBN 13: 9781839535598
Da: moluna, Greven, Germania
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Aggiungi al carrelloGebunden. Condizione: New. Über den AutorRan Yan is a research assistant professor in the Department of Logistics and Maritime Studies at The Hong Kong Polytechnic University (PolyU), China. Dr. Yan received her Bachelor of Science degree from Hohai Univer.
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Hardcover. Condizione: new. Hardcover. Technological innovation is reshaping the maritime industry at an unprecedented pace. The emergence of smart seaports and advanced maritime transport management systems marks a significant step toward more efficient, sustainable, and secure global shipping operations. By integrating technologies such as the Internet of Things (IoT), artificial intelligence (AI), big data analytics, operations research, and automation, modern ports and maritime networks are evolving into intelligent, interconnected systems that are capable of optimizing terminal activities, improving vessel coordination, and strengthening supply chain performance.This Reprint brings together selected contributions that reflect the latest developments and practical applications in smart seaport and maritime transport management. It presents cutting-edge research, analytical models, technological innovations, and real-world case studies that address operational efficiency, digital transformation, environmental performance, and system resilience. By consolidating these works into a single volume, this Reprint offers readers a comprehensive overview of the current progress and emerging trends in intelligent maritime systems. It serves as a valuable reference for researchers, academics, policymakers, and industry practitioners seeking to better understand and implement advanced digital solutions within port and maritime environments. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Aggiungi al carrelloHardcover. Condizione: new. Hardcover. Technological innovation is reshaping the maritime industry at an unprecedented pace. The emergence of smart seaports and advanced maritime transport management systems marks a significant step toward more efficient, sustainable, and secure global shipping operations. By integrating technologies such as the Internet of Things (IoT), artificial intelligence (AI), big data analytics, operations research, and automation, modern ports and maritime networks are evolving into intelligent, interconnected systems that are capable of optimizing terminal activities, improving vessel coordination, and strengthening supply chain performance.This Reprint brings together selected contributions that reflect the latest developments and practical applications in smart seaport and maritime transport management. It presents cutting-edge research, analytical models, technological innovations, and real-world case studies that address operational efficiency, digital transformation, environmental performance, and system resilience. By consolidating these works into a single volume, this Reprint offers readers a comprehensive overview of the current progress and emerging trends in intelligent maritime systems. It serves as a valuable reference for researchers, academics, policymakers, and industry practitioners seeking to better understand and implement advanced digital solutions within port and maritime environments. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
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Aggiungi al carrelloHardcover. Condizione: new. Hardcover. Technological innovation is reshaping the maritime industry at an unprecedented pace. The emergence of smart seaports and advanced maritime transport management systems marks a significant step toward more efficient, sustainable, and secure global shipping operations. By integrating technologies such as the Internet of Things (IoT), artificial intelligence (AI), big data analytics, operations research, and automation, modern ports and maritime networks are evolving into intelligent, interconnected systems that are capable of optimizing terminal activities, improving vessel coordination, and strengthening supply chain performance.This Reprint brings together selected contributions that reflect the latest developments and practical applications in smart seaport and maritime transport management. It presents cutting-edge research, analytical models, technological innovations, and real-world case studies that address operational efficiency, digital transformation, environmental performance, and system resilience. By consolidating these works into a single volume, this Reprint offers readers a comprehensive overview of the current progress and emerging trends in intelligent maritime systems. It serves as a valuable reference for researchers, academics, policymakers, and industry practitioners seeking to better understand and implement advanced digital solutions within port and maritime environments. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
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Aggiungi al carrelloBuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Technological innovation is reshaping the maritime industry at an unprecedented pace. The emergence of smart seaports and advanced maritime transport management systems marks a significant step toward more efficient, sustainable, and secure global shipping operations. By integrating technologies such as the Internet of Things (IoT), artificial intelligence (AI), big data analytics, operations research, and automation, modern ports and maritime networks are evolving into intelligent, interconnected systems that are capable of optimizing terminal activities, improving vessel coordination, and strengthening supply chain performance.This Reprint brings together selected contributions that reflect the latest developments and practical applications in smart seaport and maritime transport management. It presents cutting-edge research, analytical models, technological innovations, and real-world case studies that address operational efficiency, digital transformation, environmental performance, and system resilience. By consolidating these works into a single volume, this Reprint offers readers a comprehensive overview of the current progress and emerging trends in intelligent maritime systems. It serves as a valuable reference for researchers, academics, policymakers, and industry practitioners seeking to better understand and implement advanced digital solutions within port and maritime environments.
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EUR 126,00
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Aggiungi al carrelloBuch. Condizione: Neu. Smart Seaport and Maritime Transport Management | Buch | Englisch | 2026 | MDPI AG | EAN 9783725871346 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.