Formal ways of representing uncertainty and various logics for reasoning about it; updated with new material on weighted probability measures, complexity-theoretic considerations, and other topics.OCLC-licensed vendor bibliographic record.
Machine learning - programming computers to learn from data - has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation systems, finance, surveillance, and robotics use machine learning. Machine learning devices (sometimes understood as scientific models, sometimes as oper…
An account of a major international art movement originating in the former Yugoslavia in the 1960s, which anticipated key aspects of information aesthetics.OCLC-licensed vendor bibliographic record.
"The study of concepts has advanced dramatically in recent years, with exciting new findings and theoretical developments. Core concepts have been investigated in greater depth and new lines of inquiry have blossomed, with researchers from an ever broader range of disciplines making important contributions. In this volume, leading philosophers and cognitive scientists offer original essays that…
We live in the era of Big Data, with storage and transmission capacity measured not just in terabytes but in petabytes (where peta- denotes a quadrillion, or a thousand trillion). Data collection is constant and even insidious, with every click and every "like" stored somewhere for something. This book reminds us that data is anything but "raw," that we shouldn't think of data as a natural reso…
Authority and expertise in new sites of knowledge production / Anne Beaulieu, Sarah de Rijcke and Bas van Heur -- Working in virtual knowledge : affective labor in scholarly collaboration / Smiljana Antonijevi?c, Stefan Dormans and Sally Wyatt -- Exploring uncertainty in knowledge representations : classifications, simulations and models of the world / Matthijs Kouw, Charles van den Heuvel and …
"A Bradford book.""The causal theory of action (CTA) is widely recognized in the literature of the philosophy of action as the "standard story" of human action and agency - the nearest approximation in the field to a theoretical orthodoxy. This volume brings together leading figures working in action theory today to discuss issues relating to the CTA and its applications, which range from exper…
"In Street-Fighting Mathematics, Sanjoy Mahajan builds, sharpens, and demonstrates tools for educated guessing and down-and-dirty, opportunistic problem solving across diverse fields of knowledge - from mathematics to management. Mahajan describes six tools: dimensional analysis, easy cases, lumping, picture proofs, successive approximation, and reasoning by analogy. Illustrating each tool with…
"A Bradford book."First presenting philosophical defences, then scientific and finally specific criticisms of opposing views including discussions on the Churchlands' 'neurophilosophy', this book discusses philosophical and scientific defences of Indirect Realism and counterarguments to the attacks of qualiaphobes.OCLC-licensed vendor bibliographic record.
"Bringing together ideas and techniques from diverse disciplines, this book covers the theoretical foundations of advanced mean field methods, explores the relation between the different approaches, examines the quality of the approximation obtained, and demonstrates their application to various areas of probabilistic modeling."--Jacket.OCLC-licensed vendor bibliographic record.