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Measuring quality of experience (QoE) aims to explore the factors that contribute to a user's perceptual experience including human, system, and context factors. Since QoE stems from human interaction with various devices, the estimation should be started by investigating the mechanism of human visual perception. Therefore, measuring QoE is still a challenging task. In this standard, QoE assessment is categorized into two subcategories which are perceptual quality and virtual reality (VR) cybersickness. In addition, deep learning models considering human factors for various QoE assessments are covered, along with a reliable subjective test methodology and a database construction procedure.
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Teaching --- deep learning --- onderwijs
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Teaching --- deep learning --- onderwijs
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This textbook establishes a theoretical framework for understanding deep learning models of practical relevance. With an approach that borrows from theoretical physics, Roberts and Yaida provide clear and pedagogical explanations of how realistic deep neural networks actually work. To make results from the theoretical forefront accessible, the authors eschew the subject's traditional emphasis on intimidating formality without sacrificing accuracy. Straightforward and approachable, this volume balances detailed first-principle derivations of novel results with insight and intuition for theorists and practitioners alike. This self-contained textbook is ideal for students and researchers interested in artificial intelligence with minimal prerequisites of linear algebra, calculus, and informal probability theory, and it can easily fill a semester-long course on deep learning theory. For the first time, the exciting practical advances in modern artificial intelligence capabilities can be matched with a set of effective principles, providing a timeless blueprint for theoretical research in deep learning.
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Semetsky’s new book offers a bracing account of Tarot semiotics in view of its deep significance for educational experience. Analyzing the symbolic language of Tarot images that express the intimations of the unconscious, she invites readers to explore novel ways of learning about the nature of ourselves and the world we are situated in. Combining thorough research with an accessible style, this groundbreaking book is essential reading for present and future generations of practitioners, academics and students across disciplines. Pia Brînzeu, Professor of English Literature and Vice-Rector of the Universityof Timis¸oara, Romania; author of Corridors of Mirrors. A sequel to the author’s Re-Symbolization of the Self: Human Development and Tarot Hermeneutic and Semiotics Education Experience, Semetsky’s new book presents the Tarot sign-system as a school of ethical living. Bringing the philosophies of Peirce, Deleuze, Dewey, Whitehead and Gebser in a dialogue with the cutting-edge science of coordination dynamics, she grounds the art of Tarot in the logic of signs acting across nature, culture and human mind. Building on Noddings’ “maternal factor”, Semetsky demonstrates how the lessons embodied in Tarot symbolism recover the feminine value of relations and contribute to Self~Other integration. Such is the message of Tarot images. The Image is the Message. Igor Klyukanov, Professor of Communication, Eastern Washington University, USA; editor, Russian Journal of Communication; author of A Communication Universe: Manifestations of Meaning, Stagings of Significance. Semetsky’s amalgamation of the techniques of visual communication with the emerging field of edusemiotics is an absolute masterpiece in transdisciplinarity. By forging diverse strands of inquiry into an overall model of how images enhance learning, Semetsky’s new book provokes us to take a fresh look at iconic information and is a required reading for everyone who is engaged with the art and science of visual semiotics at the intersection of nature and culture. Marcel Danesi, Professor of Anthropology, University of Toronto, Canada; editor-in-chief, Semiotica; author of The Quest for Meaning: A Guide to Semiotic Theory and Practice. Finally. An in-depth look at Tarot from within the field of semiotics, a perspective that had been inexplicably overlooked until now. As a language of exile from language, Tarot cards are silent words that became images. Here is a book that turns our thirst for symbols into a learning tool. The sign sings in Inna Semetsky’s work. Enrique Enriquez, (con)temporary tarot, www.tarologyfilm.com; author of Tarology.
Teaching --- deep learning --- onderwijs
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"In just the past five years, deep learning has taken the world by surprise, driving rapid progress in fields as diverse as computer vision, natural language processing, automatic speech recognition, etc. This book presents an introduction to deep learning and various applications of deep learning such as recommendation systems, text recognition, diabetic retinopathy prediction of breast cancer, prediction of epilepsy, sentiment, fake news detection, software defect prediction and protein function prediction"--
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