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Neural Networks : an Introductory Guide for Social Scientists.

This book provides the first accessible introduction to neural network analysis as a methodological strategy for social scientists. The author details numerous studies and examples which illustrate the advantages of neural network analysis over other quantitative and modelling methods in widespread...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Garson, G. David
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Sage Publications, 1998.
Colección:New Technologies for Social Research Series.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Garson, G. David. 
245 1 0 |a Neural Networks :  |b an Introductory Guide for Social Scientists. 
260 |a London :  |b Sage Publications,  |c 1998. 
300 |a 1 online resource (201 pages) 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a New Technologies for Social Research Series 
505 0 |a Cover; Table of Contents; 1 -- Introduction to Neural Network Analysis; 2 -- The Terminology of Neural Network Analysis; 3 -- The Backpropogation Model; 4 -- Alternative Network Paradigms; 5 -- Methodological Considerations; 6 -- Neural Network Software; 7 -- Example: Analysing Census Data with Neural Connection; 8 -- Conclusion; Notes; References; Index. 
520 |a This book provides the first accessible introduction to neural network analysis as a methodological strategy for social scientists. The author details numerous studies and examples which illustrate the advantages of neural network analysis over other quantitative and modelling methods in widespread use. Methods are presented in an accessible style for readers who do not have a background in computer science. The book provides a history of neural network methods, a substantial review of the literature, detailed applications, coverage of the most common alternative models and examples of two lea. 
588 0 |a Print version record. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Neural networks (Computer science) 
650 0 |a Social sciences  |x Mathematical models. 
650 0 |a Social sciences  |x Data processing. 
650 2 |a Neural Networks, Computer 
650 6 |a Réseaux neuronaux (Informatique) 
650 6 |a Sciences sociales  |x Modèles mathématiques. 
650 6 |a Sciences sociales  |x Informatique. 
650 7 |a COMPUTERS  |x Neural Networks.  |2 bisacsh 
650 7 |a Neural networks (Computer science)  |2 fast 
650 7 |a Social sciences  |x Data processing  |2 fast 
650 7 |a Social sciences  |x Mathematical models  |2 fast 
650 7 |a Neuronales Netz  |2 gnd 
650 7 |a Sozialwissenschaften  |2 gnd 
650 1 7 |a Neurale netwerken.  |2 gtt 
650 1 7 |a Sociaal-wetenschappelijk onderzoek.  |2 gtt 
650 7 |a Réseaux neuronaux (informatique)  |2 ram 
650 7 |a Sciences sociales  |x Analyse de réseau.  |2 ram 
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830 0 |a New Technologies for Social Research Series. 
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