Quantified Representation of Uncertainty and Imprecision

Dov M. Gabbay, Philippe Smets (Herausgeber)

Buch | Softcover

477 Seiten

2010 | 1st ed. Softcover of orig. ed. 1998
Springer (Verlag)
978-90-481-5038-0 (ISBN)

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We are happy to present the first volume of the Handbook of Defeasible Reasoning and Uncertainty Management Systems. Uncertainty pervades the real world and must therefore be addressed by every system that attempts to represent reality. The representation of uncertainty is a ma jor concern of philosophers, logicians, artificial intelligence researchers and com puter sciencists, psychologists, statisticians, economists and engineers. The present Handbook volumes provide frontline coverage of this area. This Handbook was produced in the style of previous handbook series like the Handbook of Philosoph ical Logic, the Handbook of Logic in Computer Science, the Handbook of Logic in Artificial Intelligence and Logic Programming, and can be seen as a companion to them in covering the wide applications of logic and reasoning. We hope it will answer the needs for adequate representations of uncertainty. This Handbook series grew out of the ESPRIT Basic Research Project DRUMS II, where the acronym is made out of the Handbook series title. This project was financially supported by the European Union and regroups 20 major European research teams working in the general domain of uncertainty. As a fringe benefit of the DRUMS project, the research community was able to create this Hand book series, relying on the DRUMS participants as the core of the authors for the Handbook together with external international experts.

Preface. Probability, Possibility, Belief: Which and Where? P. Smets. Multi-Valued Logics; G. Panti. Fuzzy Logic; V. Novák. The Bayesian Approach; C. Howson. Confirmation Theory; D. Gillies. Possibility Theory: Qualitative and Quantitative Aspects; D. Dubois, H. Prade. Families of Probabilities; H.E. Kyburg, Jr. The Evidentiary Value Model; N.-E. Sahlin, W. Rabinowicz. The Transferable Belief Model for Quantified Belief Representation; P. Smets. Infinitesimal Theories of Uncertainty for Plausible Reasoning; S. Benferhat. Statistical Inference; A.W.F. Edwards. Graphical Models for Probabilistic and Causal Reasoning; J. Pearl. Game Theory; B. Skyrms, P. Vanderschraaf. Psychological Challenges for Normative Models; G. Gigerenzer. Index.

Erscheint lt. Verlag	15.12.2010
Reihe/Serie	Handbook of Defeasible Reasoning and Uncertainty Management Systems ; 1
Zusatzinfo	VIII, 477 p.
Verlagsort	Dordrecht
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Geisteswissenschaften ► Philosophie ► Allgemeines / Lexika
	Geisteswissenschaften ► Philosophie ► Logik
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Allgemeines / Lexika
	Mathematik / Informatik ► Mathematik ► Logik / Mengenlehre
ISBN-10	90-481-5038-8 / 9048150388
ISBN-13	978-90-481-5038-0 / 9789048150380
Zustand	Neuware