applying pattern recognition to the analysis of organizational behavior /
First Statement of Responsibility
David Scarborough and Mark John Somers
EDITION STATEMENT
Edition Statement
1st ed
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Washington, DC :
Name of Publisher, Distributor, etc.
American Psychological Association,
Date of Publication, Distribution, etc.
c2006
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xi, 187 p. :
Other Physical Details
ill. ;
Dimensions
27 cm
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (p. 165-176) and index
CONTENTS NOTE
Text of Note
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