Cover image for Neural networks in organizational research : applying pattern recognition to the analysis of organizational behavior
Title:
Neural networks in organizational research : applying pattern recognition to the analysis of organizational behavior
Author:
Scarborough, David.
ISBN:
9781591474159
Publication Information:
Washington, DC : American Psychological Association, c2006.
Physical Description:
xi, 187 s. : res. ; 27 cm.
Contents:
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.
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