Neural networks in organizational research : applying pattern recognition to the analysis of organizational behavior
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Washington, DC
Name of Publisher, Distributor, etc.
American Psychological Association
Date of Publication, Distribution, etc.
2006
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xi, 187 p. : ill. ; 27 cm
GENERAL NOTES
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Includes bibliographical references )p. 165-176( and index
NOTES PERTAINING TO TITLE AND STATEMENT OF RESPONSIBILITY
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David Scarborough and Mark John Somers
NOTES PERTAINING TO EDITION AND BIBLIOGRAPHIC HISTORY
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1st ed
CONTENTS NOTE
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I. Orientation -- Neural Networks in Organizational Research -- Science, Organizational Research, and Neural Networks -- Neural Network Theory, History, and Concepts -- Neural Networks as a Theory Development Tool -- Using Neural Networks in Organizational Research -- II. Applications -- Statistics, Neural Networks, and Behavioral Research -- Using Neural Networks in Employee Selection -- Using Self-Organizing Maps to Study Organizational Commitment -- III. Implications -- Limitations and Myths -- Trends and Future Directions -- Backpropagation Algorithm