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Soft Methods for Handling Variability and Imprecision

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Probability theory has been the only well-founded theory of uncertainty for a long time. It was viewed either as a powerful tool for modelling random phenomena, or as a rational approach to the notion of degree of belief. During the last thirty years, in areas…
Fuzzy Sets, Logics and Reasoning about Knowledge
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|December 9, 2010

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Fuzzy Sets, Logics and Reasoning about Knowledge reports recent results concerning the genuinely logical aspects of fuzzy sets in relation to algebraic considerations, knowledge representation and commonsense reasoning. It takes a state-of-the-art look at…
A Guided Tour Of Artificial Intelligence Research: Volume Ii: Ai Algorithms

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The purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues. It is aimed at an audience of master students and Ph.D. students, and can be of…
Computational Approaches To Analogical Reasoning: Current Trends
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|April 3, 2014

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Analogical reasoning is known as a powerful mode for drawing plausible conclusions and solving problems. It has been the topic of a huge number of works by philosophers, anthropologists, linguists, psychologists, and computer scientists. As such, it has been…
Decision Making Process: Concepts And Methods
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|July 7, 2009

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This book provides an overview of the main methods and results in the formal study of the human decision-making process, as defined in a relatively wide sense. A key aim of the approach contained here is to try to break down barriers between various disciplines…
A Guided Tour Of Artificial Intelligence Research: Volume Iii: Interfaces And Applications Of…

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The purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues. It is aimed at an audience of master students and Ph.D. students, and can be of…
A Guided Tour Of Artificial Intelligence Research: Volume I: Knowledge Representation, Reasoning…

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The purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues. It is aimed at an audience of master students and Ph.D. students, and can be of…
Methods for Handling Imperfect Spatial Information
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|December 5, 2012

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Spatial information is pervaded by uncertainty. Indeed, geographical data is often obtained by an imperfect interpretation of remote sensing images, while people attach ill-defined or ambiguous labels to places and their properties. As another example, medical…
Fuzzy Sets In Approximate Reasoning And Information Systems

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Approximate reasoning is a key motivation in fuzzy sets and possibility theory. This volume provides a coherent view of this field, and its impact on database research and information retrieval. First, the semantic foundations of approximate reasoning are…
Fundamentals of Fuzzy Sets
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|October 4, 2012

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Fundamentals of Fuzzy Sets covers the basic elements of fuzzy set theory. Its four-part organization provides easy referencing of recent as well as older results in the field. The first part discusses the historical emergence of fuzzy sets, and delves into fuzzy…
Possibility Theory: An Approach to Computerized Processing of Uncertainty
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|March 14, 2012

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In the evolution of scientific theories, concern with uncertainty is almost invariably a concomitant of maturation. This is certainly true of the evolution- of physics, economics, operations research, communication sciences, and a host of other fields. And it is…
Foundations of Information and Knowledge Systems: 6th International Symposium, FoIKS 2010, Sofia…

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This volume contains the articles presented at the 6th International Symposium on Foundationsof Informationand KnowledgeSystems (FoIKS 2010)which was held in So?a, Bulgaria during February 15-19, 2010. The FoIKS symposia provide a biennial forum for presenting…
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