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Analogy and Structure - Paperback

2010, ISBN: 9048141966

[EAN: 9789048141968], Neubuch, [PU: Springer Netherlands Dez 2010], LIKELIHOOD; BEHAVIOR; COGNITION; LEARNING; MODELING; NEURALNETWORKS; STATISTICS; UNCERTAINTY, This item is printed on d… More...

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R. Skousen:

Analogy and Structure - Paperback

2010, ISBN: 9048141966

[EAN: 9789048141968], Neubuch, [SC: 0.0], [PU: Springer Netherlands], LIKELIHOOD; BEHAVIOR; COGNITION; LEARNING; MODELING; NEURALNETWORKS; STATISTICS; UNCERTAINTY, Druck auf Anfrage Neuwa… More...

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R. Skousen:
Analogy and Structure - Paperback

2010

ISBN: 9048141966

[EAN: 9789048141968], Neubuch, [PU: Springer Netherlands], LIKELIHOOD BEHAVIOR COGNITION LEARNING MODELING NEURALNETWORKS STATISTICS UNCERTAINTY INFORMATIK EDV NEURAL NETWORKS KüNSTLIC… More...

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R. Skousen:
Analogy and Structure - First edition

2010, ISBN: 9789048141968

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ISBN: 9789048141968

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Analogy and Structure
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ISBN:

9789048141968


Analogy and Structure provides the necessary foundation for understanding the nature of analogical and structuralist (or rule-based) approaches to describing behavior. In the first part of this book, the mathematical properties of rule approaches are developed; in the second part, the analogical alternative to rules is developed. This book serves as the mathematical basis for Analogical Modeling of Language (Kluwer, 1989). Features include: A Natural Measure of Uncertainty: The disagreement between randomly chosen occurences avids the difficulties of using entropy as the measure of uncertainty. Optimal Descriptions: The implicit assumption of structuralist descriptions (namely, that descriptions of behavior should be corrected and minimal) can be derived from more fundamental statements about the uncertainty of rule systems. Problems with Rule Approaches: The correct description of nondeterministic behavior leads to an atomistic, analog alternative to structuralist (or rule-based) descriptions. Natural Statistics: Traditional statistical tests are eliminated in favor of statistically equivalent decision rules that involve little or no mathematical calculation. Psycholinguistic Factors: Analogical models, unlike, neural networks, directly account for probabilistic learning as well as reaction times in world-recognition experiments.

Details of the book - Analogy and Structure


EAN (ISBN-13): 9789048141968
ISBN (ISBN-10): 9048141966
Paperback
Publishing year: 2010
Publisher: Springer-Verlag GmbH
388 Pages
Weight: 0,585 kg
Language: eng/Englisch

Book in our database since 2010-11-10T13:09:03+00:00 (London)
Detail page last modified on 2023-08-19T17:16:57+01:00 (London)
ISBN/EAN: 9789048141968

ISBN - alternate spelling:
90-481-4196-6, 978-90-481-4196-8
Alternate spelling and related search-keywords:
Book author: skou, skousen
Book title: the analogy being

Information from Publisher

Author: R. Skousen
Title: Analogy and Structure
Publisher: Springer; Springer Netherland
376 Pages
Publishing year: 2010-12-01
Dordrecht; NL
Printed / Made in
Language: English
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
XII, 376 p.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Likelihood; behavior; cognition; learning; modeling; neural networks; statistics; uncertainty; Artificial Intelligence; Statistics; Linguistics; Wahrscheinlichkeitsrechnung und Statistik; Sprachwissenschaft, Linguistik; BB

I: Structuralist Descriptions.- 1: Measuring the Certainty of Probabilistic Rules.- 2: Systems of Rules.- 3: The Agreement Density for Continuous Rules.- 4: Maximum Likelihood Statistics.- 5: Optimal Descriptions.- 6: Simplest Descriptions.- 7: Preferred Derivations.- 8: Analyzing the Effect of a Variable.- II: Analogical Descriptions.- 9: Problems with Structuralist Descriptions.- 10: An Analogical Approach.- 11: A Natural Test for Homogeneity.- 12: Statistical Analogy.- 13: Defining Other Levels of Significance.- 14: Actual Examples.- 15: Analogical Analyses of Continuous Variables.- 16: Behavioral Factors.- Concluding Remarks: A Final Analogy.- References.

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