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  • Application of Machine Learning Models in Agricultural and Meteorological Sciences

    Series series Mathematics and Statistics (R0)
    This book is a comprehensive guide for agricultural and meteorological predictions. It presents advanced models for predicting target variables. The different details and conceptions in the modelling process are explained in this book. The models of the current book help better agriculture and irrigation management. The models of the current book are valuable for meteorological organizations ... Read more

    $161.99 USD

  • Estimating Ore Grade Using Evolutionary Machine Learning Models

    Series series Earth and Environmental Science (R0)
    This book examines the abilities of new machine learning models for predicting ore grade in mining engineering. A variety of case studies are examined in this book. A motivation for preparing this book was the absence of robust models for estimating ore grade. Models of current books can also be used for the different sciences because they have high capabilities for estimating different variables. ... Read more

    $134.99 USD

  • Soil Erosion Control in Drylands

    Series series Earth and Environmental Science (R0)
    This book focuses on drylands such as arid, semi-arid and dry sub-humid areas where they form the main part of ecosystems, e.g., in Iran, but also around the world. Mismanagement and improper exploitation of these areas lead to more degradation day by day.Besides an introduction to the role and importance of vegetation cover in conserving soil against wind and water erosion, this book gives a ... Read more

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  • Applications of Artificial Intelligence in Process Systems Engineering

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  • Advances in Streamflow Forecasting

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    Advances in Streamflow Forecasting: From Traditional to Modern Approaches covers the three major data-driven approaches of streamflow forecasting including traditional approach of statistical and stochastic time-series modelling with their recent developments, stand-alone data-driven approach such as artificial intelligence techniques, and modern hybridized approach where data-driven models are ... Read more

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  • Handbook of HydroInformatics

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    Advanced Machine Learning Techniques includes the theoretical foundations of modern machine learning, as well as advanced methods and frameworks used in modern machine learning. Handbook of HydroInformatics, Volume II: Advanced Machine Learning Techniques presents both the art of designing good learning algorithms, as well as the science of analyzing an algorithm's computational and statistical ... Read more

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  • Extreme Learning Machines 2013: Algorithms and Applications

    Series series Engineering (R0)
    In recent years, ELM has emerged as a revolutionary technique of computational intelligence, and has attracted considerable attentions. An extreme learning machine (ELM) is a single layer feed-forward neural network alike learning system, whose connections from the input layer to the hidden layer are randomly generated, while the connections from the hidden layer to the output layer are learned ... Read more

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  • Water Engineering Modeling and Mathematic Tools

    Water Engineering Modeling and Mathematic Tools provides an informative resource for practitioners who want to learn more about different techniques and models in water engineering and their practical applications and case studies. The book provides modelling theories in an easy-to-read format verified with on-site models for specific regions and scenarios. Users will find this to be a significant ... Read more

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  • Computational Intelligence for Water and Environmental Sciences

    Series series Intelligent Technologies and Robotics (R0)
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    Recent studies highlight the application of artificial intelligence, machine learning, and simulation techniques in engineering. This book covers the successful implementation of different intelligent techniques in various areas of engineering focusing on common areas between mechatronics and civil engineering. The power of artificial intelligence and machine learning techniques in solving some ... Read more

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    Series series Earth and Environmental Science (R0)
    Computational intelligence techniques have enjoyed growing interest in recent decades among the earth and environmental science research communities for their powerful ability to solve and understand various complex problems and develop novel approaches toward a sustainable earth. This book compiles a collection of recent developments and rigorous applications of computational intelligence in ... Read more

    $89.09 USD