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- catalog abstract ""Neural Networks have influenced many areas of research but have only just started to be utilized in social science research. Neural Networks provides the first accessible introduction to this analysis as a powerful method for social scientists. It provides numerous studies and examples that illustrate the advantages of neural network analysis over other quantitative and modeling methods in wide spread use among social scientists. The author presents the methods in an accessible style for the reader who does not have a background in computer science. Features include an introduction to the vocabulary and framework of neural networks, a concise history of neural network methods, a substantial review of the literature, detailed neural network applications in the social sciences, coverage of the most common alternative neural network models, methodological considerations in applying neural networks, examples using the two leading software packages for neural network analysis, and numerous illustrations and diagrams."--pub. desc.".
- catalog contributor b11446588.
- catalog contributor b11446589.
- catalog contributor b11446590.
- catalog created "c1999.".
- catalog date "1999".
- catalog date "c1999.".
- catalog dateCopyrighted "c1999.".
- catalog description ""Neural Networks have influenced many areas of research but have only just started to be utilized in social science research. Neural Networks provides the first accessible introduction to this analysis as a powerful method for social scientists. It provides numerous studies and examples that illustrate the advantages of neural network analysis over other quantitative and modeling methods in wide spread use among social scientists. The author presents the methods in an accessible style for the reader who does not have a background in computer science. Features include an introduction to the vocabulary and framework of neural networks, a concise history of neural network methods, a substantial review of the literature, detailed neural network applications in the social sciences, coverage of the most common alternative neural network models, methodological considerations in applying neural networks, examples using the two leading software packages for neural network analysis, and numerous illustrations and diagrams."--pub. desc.".
- catalog description "Includes bibliographical references.".
- catalog description "The Perceptron -- Linear Autoassociative Memories -- Linear Heteroassociative Memories -- Error Backpropagation.".
- catalog extent "iv, 89 p. :".
- catalog identifier "0761914404".
- catalog isPartOf "Quantitative applications in the social sciences ; no. 07-124.".
- catalog isPartOf "Sage university papers series. Quantitative applications in the social sciences ; 07-0124".
- catalog issued "1999".
- catalog issued "c1999.".
- catalog language "eng".
- catalog publisher "Thousand Oaks, Calif. : Sage Publications,".
- catalog subject "006.3/2 21".
- catalog subject "Neural networks (Computer science)".
- catalog subject "QA76.87 .A325 1999".
- catalog tableOfContents "The Perceptron -- Linear Autoassociative Memories -- Linear Heteroassociative Memories -- Error Backpropagation.".
- catalog title "Neural networks / Hervé Abdi, Dominique Valentin, Betty Edelman.".
- catalog type "text".