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Auditory Scene Analysis addresses the problem of hearing complex auditory environments, using a series of creative analogies to describe the process required of the human auditory system as it analyzes mixtures of sounds to recover descriptions of individual sounds. In a unified and comprehensive way, Bregman establishes a theoretical framework that integrates his findings with an unusually wide range of previous research in psychoacoustics, speech perception, music theory and composition, and computer modeling.

Auditory perception --- #TELE:SISTA --- 681.3*I210 --- Sound perception --- Hearing --- Perception --- Word deafness --- Vision and scene understanding: architecture and control structures motion perceptual reasoning (Artificial intelligence)-- See also {681.3*I48} {681.3*I5} --- 681.3*I210 Vision and scene understanding: architecture and control structures motion perceptual reasoning (Artificial intelligence)-- See also {681.3*I48} {681.3*I5} --- Auditory scene analysis. --- 681.3*I210 Vision and scene understanding: architecture and control structures; motion; perceptual reasoning (Artificial intelligence)-- See also {681.3*I48}; {681.3*I5} --- Vision and scene understanding: architecture and control structures; motion; perceptual reasoning (Artificial intelligence)-- See also {681.3*I48}; {681.3*I5} --- Auditory perception. --- Auditory Perception. --- Perception auditive --- Psychology. --- Behavioral sciences --- Mental philosophy --- Mind --- Science, Mental --- Human biology --- Philosophy --- Soul --- Mental health --- Humans --- Hearing.

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Artificial intelligence. Robotics. Simulation. Graphics --- Computer graphics. --- Three-dimensional display systems. --- Real-time programming. --- Infographie --- Affichage tridimensionnel --- Programmation en temps réel --- Computer graphics --- Real-time programming --- Three-dimensional display systems --- 681.3*I48 --- 3-D display systems --- 3D display systems --- Display systems, Three-dimensional --- Information display systems --- Three-dimensional imaging --- Computer programming --- Real-time data processing --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- Scene analysis: depth cues; photometry; range data; stereo; time-varying imagery (Image processing) --- Digital techniques --- 681.3*I48 Scene analysis: depth cues; photometry; range data; stereo; time-varying imagery (Image processing) --- Programmation en temps réel --- Computer games --- Computer game programming --- Game programming (Computer games) --- Programming

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Written by one of the preeminent researchers in the field, this book provides a comprehensive exposition of modern analysis of causation. It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in the fields of statistics, artificial intelligence, economics, philosophy, cognitive science, and the health and social sciences. Judea Pearl presents and unifies the probabilistic, manipulative, counterfactual, and structural approaches to causation and devises simple mathematical tools for studying the relationships between causal connections and statistical associations. The book will open the way for including causal analysis in the standard curricula of statistics, artificial intelligence, business, epidemiology, social sciences, and economics. Students in these fields will find natural models, simple inferential procedures, and precise mathematical definitions of causal concepts that traditional texts have evaded or made unduly complicated. The first edition of Causality has led to a paradigmatic change in the way that causality is treated in statistics, philosophy, computer science, social science, and economics. Cited in more than 3,000 scientific publications, it continues to liberate scientists from the traditional molds of statistical thinking. In this revised edition, Judea Pearl elucidates thorny issues, answers readers' questions, and offers a panoramic view of recent advances in this field of research. Causality will be of interests to students and professionals in a wide variety of fields. Anyone who wishes to elucidate meaningful relationships from data, predict effects of actions and policies, assess explanations of reported events, or form theories of causal understanding and causal speech will find this book stimulating and invaluable.

Mathematical logic --- Causation --- Probabilities --- Causation. --- Probabilities. --- Causalité --- Probabilités --- 681.3*I210 --- 681.3*I28 --- Probability --- Statistical inference --- Combinations --- Mathematics --- Chance --- Least squares --- Mathematical statistics --- Risk --- Causality --- Cause and effect --- Effect and cause --- Final cause --- Beginning --- God --- Metaphysics --- Philosophy --- Necessity (Philosophy) --- Teleology --- 681.3*I28 Problem solving, control methods and search: backtracking; dynamic program- ming; graph and tree search strategies; heuristics; plan execution, formationand generation (Artificial intelligence)--See also {681.3*F22} --- Problem solving, control methods and search: backtracking; dynamic program- ming; graph and tree search strategies; heuristics; plan execution, formationand generation (Artificial intelligence)--See also {681.3*F22} --- 681.3*I210 Vision and scene understanding: architecture and control structures; motion; perceptual reasoning (Artificial intelligence)-- See also {681.3*I48}; {681.3*I5} --- Vision and scene understanding: architecture and control structures; motion; perceptual reasoning (Artificial intelligence)-- See also {681.3*I48}; {681.3*I5} --- 519.2 --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- Methoden en technieken --- statistiek.

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Artificial intelligence --- Electronic data processing --- Intelligence artificielle --- Informatique --- 681.3*A0 --- 681.3*C12 --- 681.3*H0 --- 681.3*I210 --- 681.3*K4 --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Computers --- Office practice --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- General --- Multiple data stream architectures (multiprocessors): MIMD; SIMD; pipeline and parallel processors; array-, vector-, associative processors; interconnection architectures: common bus, multiport memory, crossbar switch --- Computerwetenschap--?*H0 --- Vision and scene understanding: architecture and control structures; motion; perceptual reasoning (Artificial intelligence)-- See also {681.3*I48}; {681.3*I5} --- Computerwetenschap--?*K4 --- Automation --- 681.3*I210 Vision and scene understanding: architecture and control structures; motion; perceptual reasoning (Artificial intelligence)-- See also {681.3*I48}; {681.3*I5} --- 681.3*C12 Multiple data stream architectures (multiprocessors): MIMD; SIMD; pipeline and parallel processors; array-, vector-, associative processors; interconnection architectures: common bus, multiport memory, crossbar switch --- 681.3*A0 General --- Artificial intelligence.