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" Neural networks in organizational research : "
David Scarborough and Mark John Somers
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BL
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| Record Number
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645836
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| Doc. No
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dltt
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| Main Entry
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Scarborough, David
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| Title & Author
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Neural networks in organizational research : : applying pattern recognition to the analysis of organizational behavior /\ David Scarborough and Mark John Somers
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| Edition Statement
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1st ed
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| Publication Statement
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Washington, DC :: American Psychological Association,, c2006
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| Page. NO
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xi, 187 p. :: ill. ;; 27 cm
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| ISBN
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1591474159
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| Bibliographies/Indexes
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Includes bibliographical references (p. 165-176) and index
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| Contents
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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
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| Subject
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Organizational behavior-- Research-- Methodology
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| Subject
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Neural networks (Computer science)
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Pattern perception
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| LC Classification
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HD58.7.S287 2006
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| Added Entry
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Somers, Mark John
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