TY - HEAR T1 - Financial neural network applications: 2000 - 2002 update Y1 - 2003 A1 - Brown,Carol A1 - Coakley,James KW - Accounting KW - BIS KW - Dean's Office JA - Twelfth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax CY - Honolulu, Hawaii, USA U2 - c U4 - 7499407361 ID - 7499407361 ER - TY - JOUR T1 - Financial neural Network applications: 1998-1999 update JF - New Review of Applied Expert Systems and Emerging Technologies Y1 - 2001 A1 - Brown,Carol A1 - Coakley,James KW - Accounting KW - BIS KW - Dean's Office VL - 7 U2 - a U4 - 644880384 ID - 644880384 ER - TY - JOUR T1 - Artificial Neural Networks in Accounting and Finance: Modeling Issues JF - International Journal of Intelligent Systems in Accounting Finance and Management Y1 - 2000 A1 - Coakley,James A1 - Brown,Carol KW - Accounting KW - BIS KW - Dean's Office AB - 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. VL - 9 CP - 2 U2 - a U4 - 644878336 ID - 644878336 ER - TY - HEAR T1 - Financial Neural Network Applications: 1998-1999 Y1 - 2000 A1 - Brown,Carol A1 - Coakley,James KW - Accounting KW - BIS KW - Dean's Office JA - Ninth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax CY - Philadelphia, PA, USA U2 - c U4 - 7512172545 ID - 7512172545 ER - TY - HEAR T1 - Financial Neural Network Applications: Brief Literature Review and Extensive Bibliography Y1 - 1999 A1 - Brown,Carol A1 - Coakley,James KW - Accounting KW - BIS KW - Dean's Office JA - Eighth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax CY - San Diego, CA, USA U2 - c U4 - 7512272897 ID - 7512272897 ER - TY - JOUR T1 - Neural Networks Enter the World of Management Accounting JF - Management Accounting Y1 - 1995 A1 - Brown,Carol A1 - Coakley,James A1 - Phillips,Mary Ellen KW - Accounting KW - BIS KW - Dean's Office VL - LXXVI CP - 11 U2 - a U4 - 3842607105 ID - 3842607105 ER - TY - JOUR T1 - Neural Networks: Nuts and Bolts JF - Management Accounting Y1 - 1995 A1 - Brown,Carol A1 - Coakley,James A1 - Phillips,Mary Ellen KW - Accounting KW - BIS KW - Dean's Office VL - LXXVI CP - 11 U2 - a U4 - 3842613249 ID - 3842613249 ER - TY - JOUR T1 - Conference Report: The Fourth International Symposium on Intelligent Systems in Accounting, Finance and Management JF - International Journal of Intelligent Systems in Accounting Finance and Management Y1 - 1994 A1 - Brown,Carol A1 - Coakley,James A1 - Eining,Martha M KW - Accounting KW - BIS KW - Dean's Office VL - 3 CP - 3 U2 - a U4 - 3842625537 ID - 3842625537 ER - TY - JOUR T1 - Artificial Neural Networks Applied to Ratio Analysis in the Analytical Review Process JF - International Journal of Intelligent Systems in Accounting, Finance and Management Y1 - 1993 A1 - Coakley,James A1 - Brown,Carol KW - Accounting KW - BIS KW - Dean's Office VL - 2 CP - 1 U2 - a U4 - 3842660353 ID - 3842660353 ER -