While the term neural networks may be unfamiliar to many organizational psychologists, exciting new applications of artificial intelligence are attracting notice among organizational behavior researchers. In Neural Networks in Organizational Research: Applying Pattern Recognition to the Analysis of Organizational Behavior, authors David Scarborough and Mark Somers bring researchers, academics, and practitioners up to speed on this emerging field, in which powerful computing capabilities offer new insights into longstanding, ...
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While the term neural networks may be unfamiliar to many organizational psychologists, exciting new applications of artificial intelligence are attracting notice among organizational behavior researchers. In Neural Networks in Organizational Research: Applying Pattern Recognition to the Analysis of Organizational Behavior, authors David Scarborough and Mark Somers bring researchers, academics, and practitioners up to speed on this emerging field, in which powerful computing capabilities offer new insights into longstanding, complex I/O questions such as employee selection and behavioral prediction. Neural networks mimic the way the human brain works, using interconnected nodes and feedback loops to learn to recognize even subtle patterns in vast amounts of data. They can process data far more quickly and efficiently than conventional techniques can, and produce better empirical results. They are especially useful for modeling nonlinear processes. The book traces the development of this methodology and demonstrates how it opens up new ways of thinking about traditional problems. and non-linear elements of a given problem, and thus enhance their own research.
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Add this copy of Neural Networks in Organizational Research: Applying to cart. $14.85, very good condition, Sold by The Maryland Book Bank rated 4.0 out of 5 stars, ships from baltimore, MD, UNITED STATES, published 2007 by American Psychological Association (APA).
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Publisher:
American Psychological Association (APA)
Published:
2007
Language:
English
Alibris ID:
18082786489
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Add this copy of Neural Networks: Applying Pattern Recognition to the to cart. $44.20, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Santa Clarita, CA, UNITED STATES, published 2006 by American Psychological Associa.