Table of contents for Neural networks in organizational research : applying pattern recognition to the analysis of organizational behavior / David Scarborough & Mark John Somers.

Bibliographic record and links to related information available from the Library of Congress catalog.

Note: Contents data are machine generated based on pre-publication provided by the publisher. Contents may have variations from the printed book or be incomplete or contain other coding.


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 Neural Networks in Organizational Research Table of contents Introduction¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿i Glossary¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿viii Table of contents.............................................................................................. ix Section 1- Orientation Chapter 1. Why use neural networks in organizational research?..¿¿..¿¿¿..1 Chapter 2. Science, organizational research and neural networks..¿¿¿..¿¿12 Chapter 3. Neural network theory, history and concepts¿¿¿¿¿¿¿¿¿..28 Chapter 4 Using neural networks as a theory development tool..¿¿¿¿¿¿.53 Chapter 5 Using neural networks in organizational research ..¿¿¿¿¿¿¿.79 Section 2 - Applications Chapter 6 Statistics, neural networks and behavioral research¿¿¿¿¿¿¿..114 Chapter 7 Using neural networks for employee selection ¿¿¿¿¿¿¿¿....136 Chapter 8 Using self-organizing maps to study organizational commitment¿¿172 Section 3- Implications Chapter 9 Limitations and myths... ¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿..189 Chapter 10 Trends and future directions¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿...201 Appendix 1 Backpropagation algorithm¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿225 

Library of Congress Subject Headings for this publication:

Organizational behavior -- Research -- Methodology.
Neural networks (Computer science).
Pattern perception.