%0 Generic
%D 2003
%T Financial neural network applications: 2000 - 2002 update
%A Brown,Carol
%A Coakley,James
%K Accounting
%K BIS
%K Dean's Office
%B Twelfth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax
%C Honolulu, Hawaii, USA
%8 2003
%G eng
%2 c
%4 7499407361
%$ 7499407361

%0 Journal Article
%J New Review of Applied Expert Systems and Emerging Technologies
%D 2001
%T Financial neural Network applications: 1998-1999 update
%A Brown,Carol
%A Coakley,James
%K Accounting
%K BIS
%K Dean's Office
%B New Review of Applied Expert Systems and Emerging Technologies
%V 7
%P 167-182
%8 2001
%G eng
%2 a
%4 644880384
%$ 644880384

%0 Journal Article
%J International Journal of Intelligent Systems in Accounting Finance and Management
%D 2000
%T Artificial Neural Networks in Accounting and Finance: Modeling Issues
%A Coakley,James
%A Brown,Carol
%K Accounting
%K BIS
%K Dean's Office
%X This article reviews the literature on artificial neural networks (ANNs) applied to accounting and finance problems and summarizes the 'suggestions' from this literature. The first section reviews the basic foundation of ANNs to provide a common basis for further elaboration and suggests criteria that should be used to determine whether the use of an ANN is appropriate. The second section of the paper discusses development of ANN models including: selection of the learning algorithm, choice of the error and transfer functions, specification of the architecture, preparation of the data to match the architecture, and training of the network The final section presents some general guidelines and a brief summary of research progress and open research questions. Copyright © 2000 John Wiley & Sons, Ltd.
%B International Journal of Intelligent Systems in Accounting Finance and Management
%V 9
%P 119-144
%8 2000
%G eng
%N 2
%2 a
%4 644878336
%$ 644878336

%0 Generic
%D 2000
%T Financial Neural Network Applications: 1998-1999
%A Brown,Carol
%A Coakley,James
%K Accounting
%K BIS
%K Dean's Office
%B Ninth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax
%C Philadelphia, PA, USA
%8 2000
%G eng
%2 c
%4 7512172545
%$ 7512172545

%0 Generic
%D 1999
%T Financial Neural Network Applications: Brief Literature Review and Extensive Bibliography
%A Brown,Carol
%A Coakley,James
%K Accounting
%K BIS
%K Dean's Office
%B Eighth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax
%C San Diego, CA, USA
%8 1999
%G eng
%2 c
%4 7512272897
%$ 7512272897

%0 Journal Article
%J Management Accounting
%D 1995
%T Neural Networks Enter the World of Management Accounting
%A Brown,Carol
%A Coakley,James
%A Phillips,Mary Ellen
%K Accounting
%K BIS
%K Dean's Office
%B Management Accounting
%V LXXVI
%P 51-53, 56-57
%8 1995
%G eng
%N 11
%2 a
%4 3842607105
%$ 3842607105

%0 Journal Article
%J Management Accounting
%D 1995
%T Neural Networks: Nuts and Bolts
%A Brown,Carol
%A Coakley,James
%A Phillips,Mary Ellen
%K Accounting
%K BIS
%K Dean's Office
%B Management Accounting
%V LXXVI
%P 54-55
%8 1995
%G eng
%N 11
%2 a
%4 3842613249
%$ 3842613249

%0 Journal Article
%J International Journal of Intelligent Systems in Accounting Finance and Management
%D 1994
%T Conference Report: The Fourth International Symposium on Intelligent Systems in Accounting, Finance and Management
%A Brown,Carol
%A Coakley,James
%A Eining,Martha M
%K Accounting
%K BIS
%K Dean's Office
%B International Journal of Intelligent Systems in Accounting Finance and Management
%V 3
%P 223-235
%8 1994
%G eng
%N 3
%2 a
%4 3842625537
%$ 3842625537

%0 Journal Article
%J International Journal of Intelligent Systems in Accounting, Finance and Management
%D 1993
%T Artificial Neural Networks Applied to Ratio Analysis in the Analytical Review Process
%A Coakley,James
%A Brown,Carol
%K Accounting
%K BIS
%K Dean's Office
%B International Journal of Intelligent Systems in Accounting, Finance and Management
%V 2
%P 19-39
%8 1993
%G eng
%N 1
%2 a
%4 3842660353
%$ 3842660353