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  • e-book 
    National Academies Press (Engineering and Technology)

    National Academies Press (Engineering and Technology)

    Covers over 5,000 reports published by the National Academies Press for the National Academy of Sciences, National Academy of Engineering, Institute of Medicine and National Research Council in the US.

    Keywords:
    Engineering Technology
    Resource Type:
    e-book
     
  • e-book 
    National Academies Press (Computers and Information Technology)

    National Academies Press (Computers and Information Technology)

    Covers over 5,000 reports published by the National Academies Press for the National Academy of Sciences, National Academy of Engineering, Institute of Medicine and National Research Council in the US.

    Subjects:
    Computing
    Keywords:
    Computer science Information technology
    Resource Type:
    e-book
     
  • e-book 
    National Academies Press (Energy and Energy Conservation)

    National Academies Press (Energy and Energy Conservation)

    Covers over 5,000 reports published by the National Academies Press for the National Academy of Sciences, National Academy of Engineering, Institute of Medicine and National Research Council in the US.

    Keywords:
    Energy conservation Power resources
    Resource Type:
    e-book
     
  • e-book 
    National Academies Press (Industry and Labor)

    National Academies Press (Industry and Labor)

    Covers over 5,000 reports published by the National Academies Press for the National Academy of Sciences, National Academy of Engineering, Institute of Medicine and National Research Council in the US.

    Subjects:
    Management
    Keywords:
    Industrial management Labor Technological innovations
    Resource Type:
    e-book
     
  • e-book 
    National Academies Press (Space and Aeronautics)

    National Academies Press (Space and Aeronautics)

    Covers over 5,000 reports published by the National Academies Press for the National Academy of Sciences, National Academy of Engineering, Institute of Medicine and National Research Council in the US.

    Subjects:
    Aeronautical and Aviation Engineering
    Keywords:
    Aeronautics Space sciences
    Resource Type:
    e-book
     
  • e-book 
    InTechOpen (Physical Sciences, Engineering and Technology)

    InTechOpen (Physical Sciences, Engineering and Technology)

    Open access books in science, technology and medicine.

    Keywords:
    Science Physical sciences Engineering Technology
    Resource Type:
    e-book
     
  • e-book 
    National Academies Press (Policy for Science and Technology)

    National Academies Press (Policy for Science and Technology)

    Covers over 5,000 reports published by the National Academies Press for the National Academy of Sciences, National Academy of Engineering, Institute of Medicine and National Research Council in the US.

    Subjects:
    Sociology
    Keywords:
    Technology state Science state
    Resource Type:
    e-book
     
  • e-book 
    LibreTexts (Photosciences)

    LibreTexts (Photosciences)

    A multi-institutional collaborative venture to develop the next generation of open-access textbooks.

    Keywords:
    Solar energy
    Resource Type:
    e-book
     
  • e-book 
    Machine Learning

    Machine Learning

    Machine learning techniques have the potential of alleviating the complexity of knowledge acquisition. This book presents today’s state and development tendencies of machine learning. It is a multi-author book. Taking into account the large amount of knowledge about machine learning and practice presented in the book, it is divided into three major parts: Introduction, Machine Learning Theory and Applications. Part I focuses on the introduction to machine learning. The author also attempts to promote a new design of thinking machines and development philosophy. Considering the growing complexity and serious difficulties of information processing in machine learning, in Part II of the book, the theoretical foundations of machine learning are considered, and they mainly include self-organizing maps (SOMs), clustering, artificial neural networks, nonlinear control, fuzzy system and knowledge-based system (KBS). Part III contains selected applications of various machine learning approaches, from flight delays, network intrusion, immune system, ship design to CT and RNA target prediction. The book will be of interest to industrial engineers and scientists as well as academics who wish to pursue machine learning. The book is intended for both graduate and postgraduate students in fields such as computer science, cybernetics, system sciences, engineering, statistics, and social sciences, and as a reference for software professionals and practitioners.

    Course related:
    COMP4432 Machine Learning
    Subjects:
    Computing
    Keywords:
    Machine learning
    Resource Type:
    e-book
     
  • e-book 
    New Advances in Machine Learning

    New Advances in Machine Learning

    The purpose of this book is to provide an up-to-date and systematical introduction to the principles and algorithms of machine learning. The definition of learning is broad enough to include most tasks that we commonly call “learning” tasks, as we use the word in daily life. It is also broad enough to encompass computers that improve from experience in quite straightforward ways. The book will be of interest to industrial engineers and scientists as well as academics who wish to pursue machine learning. The book is intended for both graduate and postgraduate students in fields such as computer science, cybernetics, system sciences, engineering, statistics, and social sciences, and as a reference for software professionals and practitioners. The wide scope of the book provides a good introduction to many approaches of machine learning, and it is also the source of useful bibliographical information.

    Course related:
    COMP4432 Machine Learning
    Subjects:
    Computing
    Keywords:
    Machine learning
    Resource Type:
    e-book