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  1. Pattern Recognition and Machine Learning.Christopher M. Bishop - 2006 - Springer: New York.
    This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would (...)
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  • The Social Shaping of Technology.Donald A. MacKenzie & Judy Wajcman - 1999 - Guilford Press.
    Technological change is often seen as something that follows its own logic -- something we may welcome, or about which we may protest, but which we are unable to alter fundamentally. This reader challenges that assumption and its distinguished contributors demonstrate that technology is affected at a fundamental level by the social context in which it develops. General arguments are introduced about the relation of technology to society and different types of technology are examined: the technology of production: domestic and (...)
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  • The Mangle of Practice: Time, Agency, and Science.Andrew Pickering - 1995 - University of Chicago Press.
    This ambitious book by one of the most original and provocative thinkers in science studies offers a sophisticated new understanding of the nature of scientific, mathematical, and engineering practice and the production of scientific knowledge. Andrew Pickering offers a new approach to the unpredictable nature of change in science, taking into account the extraordinary number of factors—social, technological, conceptual, and natural—that interact to affect the creation of scientific knowledge. In his view, machines, instruments, facts, theories, conceptual and mathematical structures, disciplined (...)
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  • What an Algorithm Is.Robin K. Hill - 2016 - Philosophy and Technology 29 (1):35-59.
    The algorithm, a building block of computer science, is defined from an intuitive and pragmatic point of view, through a methodological lens of philosophy rather than that of formal computation. The treatment extracts properties of abstraction, control, structure, finiteness, effective mechanism, and imperativity, and intentional aspects of goal and preconditions. The focus on the algorithm as a robust conceptual object obviates issues of correctness and minimality. Neither the articulation of an algorithm nor the dynamic process constitute the algorithm itself. Analysis (...)
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  • From Logical Neurons to Poetic Embodiments of Mind: Warren S. McCulloch’s Project in Neuroscience.Lily E. Kay - 2001 - Science in Context 14 (4).
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  • (2 other versions)Theory of Valuation.J. Dewey - 1939 - In J. A. Boydston (ed.), The Later Works, 1925--1953. Southern Illinois University Press. pp. 250.
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  • The social construction of what?Ian Hacking - 1999 - Cambridge, Mass: Harvard University Press.
    Especially troublesome in this dispute is the status of the natural sciences, and this is where Hacking finds some of his most telling cases, from the conflict ...
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  • The Tacit Dimension. --.Michael Polanyi & Amartya Sen - 1966 - Chicago, IL: University of Chicago.
    Suitable for students and scholars, this title challenges the assumption that skepticism, rather than established belief, lies at the heart of scientific discovery.
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  • The Social Construction of Technological Systems: New Directions in Sociology and History of Technology (25th Anniversary Edition with new preface).Wiebe E. Bijker, Thomas P. Hughes & Trevor Pinch (eds.) - 1987 - MIT Press.
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  • Representing and Intervening: Introductory Topics in the Philosophy of Natural Science.Ian Hacking - 1983 - New York: Cambridge University Press.
    This 1983 book is a lively and clearly written introduction to the philosophy of natural science, organized around the central theme of scientific realism. It has two parts. 'Representing' deals with the different philosophical accounts of scientific objectivity and the reality of scientific entities. The views of Kuhn, Feyerabend, Lakatos, Putnam, van Fraassen, and others, are all considered. 'Intervening' presents the first sustained treatment of experimental science for many years and uses it to give a new direction to debates about (...)
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  • The collapse of the fact/value dichotomy and other essays.Hilary Putnam - 2002 - Cambridge, MA: Harvard University Press.
    In this book, one of the world's preeminent philosophers takes issue with an idea that has found an all-too-prominent place in popular culture and philosophical ...
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  • Essai sur quelques problèmes concernant le normal et le pathologique.Georges Canguilhem - 1950 - Impr..
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  • The Cybernetics Group.Steve J. Heims - 1991 - MIT Press (MA).
    This is the engaging story of a moment of transformation in the human sciences, a detailed account of a remarkable group of people who met regularly to explore the possibility of using scientific ideas that had emerged in the war years as a basis for interdisciplinary alliances.
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  • (1 other version)Essai sur quelques problèmes concernant le normal et le pathologique.Georges Canguilhem - 1944 - Revue Philosophique de la France Et de l'Etranger 134 (10):360-361.
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