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This volume makes significant progress in analysing abduction as an information-processing phenomenon, and in describing how AI systems can be built for abductive tasks such as diagnosis.
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Computational Lexical Semantics is one of the first volumes to provide models for the creation of various kinds of computerized lexicons.
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This book is devoted to some mathematical methods that arise in two domains of artificial intelligence: neural networks and qualitative... Læs mere
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This book provides a needed review of the diverse background material needed for correlation pattern recognition, developing the signal processing theory, the pattern... Læs mere
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This book describes theoretical advances in the study of artificial neural networks. It explores probabilistic models of supervised learning problems, and... Læs mere
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This book offers a comprehensive overview of the human language technology field.
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This book explains how to build Natural Language Generation systems - computer software systems which automatically generate understandable texts in English... Læs mere
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Enchanted Looms, first published in 1998, presents an explanation of consciousness in the human brain, based on known anatomy and physiology, and it shows how consciousness arose during evolution. It also argues that it will soon be possible to create consciousness in computers.
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This book describes how the 3D shape of surfaces can be recovered from image sequences of 'outlines'. It supplies the necessary background in differential geometry... Læs mere
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This is a unique undergraduate level textbook on Cellular Nonlinear/neural Networks (CNN) technology. The many examples and... Læs mere
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Artificial neural networks provide a powerful tool to help doctors analyse, model and make sense of complex clinical data across a broad range of medical applications. Their potential in clinical medicine is reflected in the diversity of topics covered in this volume.
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This book develops a view of logic as a theory of information-driven agency and intelligent interaction between many agents - with conversation, argumentation and games as guiding examples. It will interest students and scholars in a wide variety of subject areas.