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  • Language: English

    Published by CRC Press, 2022

    0367422107 / 9780367422103

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

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  • Language: English

    Published by John Wiley & Sons Inc, New York, 2023

    1119897602 / 9781119897606

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    Hardcover. Condition: new. Hardcover. Accessible and practical framework for machine learning applications and solutions for civil and environmental engineers This textbook introduces engineers and engineering students to the applications of artificial intelligence (AI), machine learning (ML), and machine intelligence (MI) in relation to civil and environmental engineering projects and problems, presenting state-of-the-art methodologies and techniques to develop and implement algorithms in the engineering domain. Through real-world projects like analysis and design of structural members, optimizing concrete mixtures for site applications, examining concrete cracking via computer vision, evaluating the response of bridges to hazards, and predicating water quality and energy expenditure in buildings, this textbook offers readers in-depth case studies with solved problems that are commonly faced by civil and environmental engineers. The approaches presented range from simplified to advanced methods, incorporating coding-based and coding-free techniques. Professional engineers and engineering students will find value in the step-by-step examples that are accompanied by sample databases and codes for readers to practice with. Written by a highly qualified professional with significant experience in the field, Machine Learning includes valuable information on: The current state of machine learning and causality in civil and environmental engineering as viewed through a scientometrics analysis, plus a historical perspectiveSupervised vs. unsupervised learning for regression, classification, and clustering problemsExplainable and causal methods for practical engineering problemsDatabase development, outlining how an engineer can effectively collect and verify appropriate data to be used in machine intelligence analysisA framework for machine learning adoption and application, covering key questions commonly faced by practitioners This textbook is a must-have reference for undergraduate/graduate students to learn concepts on the use of machine learning, for scientists/researchers to learn how to integrate machine learning into civil and environmental engineering, and for design/engineering professionals as a reference guide for undertaking MI design, simulation, and optimization for infrastructure. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…

  • Language: English

    Published by ICE Publishing, 2026

    1836628676 / 9781836628675

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

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  • Language: English

    Published by Wiley 2023-10-30, 2023

    1119897602 / 9781119897606

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

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  • Language: English

    Published by CRC Press -, 2024

    1032305754 / 9781032305752

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  • Language: English

    Published by CRC Press, 2024

    1032305754 / 9781032305752

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  • Language: English

    Published by CRC Press, 2024

    1032305754 / 9781032305752

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

    • Hardcover
    • First Edition

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

    • Hardcover

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  • Language: English

    Published by John Wiley & Sons Inc, New York, 2023

    1119897602 / 9781119897606

    • Hardcover

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    Hardcover. Condition: new. Hardcover. Accessible and practical framework for machine learning applications and solutions for civil and environmental engineers This textbook introduces engineers and engineering students to the applications of artificial intelligence (AI), machine learning (ML), and machine intelligence (MI) in relation to civil and environmental engineering projects and problems, presenting state-of-the-art methodologies and techniques to develop and implement algorithms in the engineering domain. Through real-world projects like analysis and design of structural members, optimizing concrete mixtures for site applications, examining concrete cracking via computer vision, evaluating the response of bridges to hazards, and predicating water quality and energy expenditure in buildings, this textbook offers readers in-depth case studies with solved problems that are commonly faced by civil and environmental engineers. The approaches presented range from simplified to advanced methods, incorporating coding-based and coding-free techniques. Professional engineers and engineering students will find value in the step-by-step examples that are accompanied by sample databases and codes for readers to practice with. Written by a highly qualified professional with significant experience in the field, Machine Learning includes valuable information on: The current state of machine learning and causality in civil and environmental engineering as viewed through a scientometrics analysis, plus a historical perspectiveSupervised vs. unsupervised learning for regression, classification, and clustering problemsExplainable and causal methods for practical engineering problemsDatabase development, outlining how an engineer can effectively collect and verify appropriate data to be used in machine intelligence analysisA framework for machine learning adoption and application, covering key questions commonly faced by practitioners This textbook is a must-have reference for undergraduate/graduate students to learn concepts on the use of machine learning, for scientists/researchers to learn how to integrate machine learning into civil and environmental engineering, and for design/engineering professionals as a reference guide for undertaking MI design, simulation, and optimization for infrastructure. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

    • Hardcover

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

    • Hardcover

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    Condition: New. In English.

  • Language: English

    Published by Emerald Publishing Limited, 2026

    1836628676 / 9781836628675

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  • Language: English

    Published by CRC Press, 2024

    1032305754 / 9781032305752

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  • Language: English

    Published by McGraw Hill, 2020

    126012858X / 9781260128581

    • Hardcover

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    Condition: good. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers.…

  • Language: English

    Published by CRC Press, 2024

    1032305754 / 9781032305752

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  • Language: English

    Published by John Wiley and Sons Inc, US, 2023

    1119897602 / 9781119897606

    • Hardcover

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    Hardback. Condition: New. Accessible and practical framework for machine learning applications and solutions for civil and environmental engineers This textbook introduces engineers and engineering students to the applications of artificial intelligence (AI), machine learning (ML), and machine intelligence (MI) in relation to civil and environmental engineering projects and problems, presenting state-of-the-art methodologies and techniques to develop and implement algorithms in the engineering domain. Through real-world projects like analysis and design of structural members, optimizing concrete mixtures for site applications, examining concrete cracking via computer vision, evaluating the response of bridges to hazards, and predicating water quality and energy expenditure in buildings, this textbook offers readers in-depth case studies with solved problems that are commonly faced by civil and environmental engineers. The approaches presented range from simplified to advanced methods, incorporating coding-based and coding-free techniques. Professional engineers and engineering students will find value in the step-by-step examples that are accompanied by sample databases and codes for readers to practice with. Written by a highly qualified professional with significant experience in the field, Machine Learning includes valuable information on: The current state of machine learning and causality in civil and environmental engineering as viewed through a scientometrics analysis, plus a historical perspectiveSupervised vs. unsupervised learning for regression, classification, and clustering problemsExplainable and causal methods for practical engineering problemsDatabase development, outlining how an engineer can effectively collect and verify appropriate data to be used in machine intelligence analysisA framework for machine learning adoption and application, covering key questions commonly faced by practitioners This textbook is a must-have reference for undergraduate/graduate students to learn concepts on the use of machine learning, for scientists/researchers to learn how to integrate machine learning into civil and environmental engineering, and for design/engineering professionals as a reference guide for undertaking MI design, simulation, and optimization for infrastructure.…

  • Language: English

    Published by ICE Publishing, 2026

    1836628676 / 9781836628675

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  • Language: English

    Published by CRC Press, 2024

    1032305754 / 9781032305752

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

    • Hardcover

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  • Language: English

    Published by ICE Publishing, 2026

    1836628676 / 9781836628675

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

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  • Language: English

    Published by Taylor & Francis Ltd, 2024

    1032305754 / 9781032305752

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  • Language: English

    Published by Wiley, 2023

    1119897602 / 9781119897606

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  • Language: English

    Published by Emerald Publishing Limited, GB, 2026

    1836628676 / 9781836628675

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    Hardback. Condition: New. Machine Learning in Civil Engineering and Infrastructure Development: A Practitioner's Handbook is a practitioner-oriented handbook that demonstrates, through diverse real-world examples, how civil engineers can integrate machine learning into projects while remaining grounded in engineering judgment, physical understanding, and professional responsibility.The book is organised in three parts, guiding readers from foundational principles to advanced applications. Part I introduces core machine learning concepts and workflows to establish the modelling philosophy that underpins later chapters. Part II explores applications at the material and structural level, including damage detection, durability under extreme conditions, and optimisation of emerging technologies such as 3D printing. Part III expands to system-level challenges and professional practice by covering topics like condition assessment using computer vision, embodied carbon estimation, flood risk management through human-AI collaboration, and critical reflections on ethics, AI tools and the modernisation of the profession.Bridging the gap between complex machine learning methodologies and practical implementation, this book equips civil engineering professionals with the knowledge and skills to stay at the forefront of their industry. Educators will also find case studies for teaching, while researchers can draw inspiration for new datasets, hybrid models, and integration into codes and standards.…