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Apart from technological introduction to deepfakes concept, the book details algorithms to detect deepfakes, techniques for identifying manipulated content and... Læs mere
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This book focuses on different algorithms and models related to AI, big data, and IoT used for various... Læs mere
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Written in accessible language without mathematical formulas, the book covers important machine learning algorithms and their respective applications in physics and across a number of... Læs mere
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Are Amazon Alexa and Google Home limited to our bedrooms, or can they be used in hospitals? Do you... Læs mere
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The book addresses the issues faced by teachers in the adoption of digital tools into their teaching. It presents theoretical perspectives of... Læs mere
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An exploration of machine learning advancements. It covers many aspects in machine learning, along with the applications in... Læs mere
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This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks.
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This book discusses the various machine learning, deep learning, big data and internet of things technologies for... Læs mere
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Introduction to Machine Learning with Applications in Information Security, Second Edition provides a classroom-tested introduction to a wide variety of machine learning and deep learning algorithms and techniques, reinforced via realistic applications.
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Entropy Randomization in Machine Learning presents a new approach to machine learning - entropy randomization - to obtain optimal solutions under uncertainty (uncertain data and models of the objects under study).
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For graduate students, practitioners, and sophisticated users, this book offers a tutorial approach to the foundations of random matrix theory for machine... Læs mere
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Written in an engaging and rigorous style by a world authority in the field, this is an accessible and comprehensive introduction to core topics in... Læs mere