BANKRUPTCY PREDICTION USING RBF NEURAL NETWORK

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TABATBABAI MASUMEH; JAVID DARUSH; MOAZAMI GOODARZI MUHAMMAD REZA

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON MANAGEMENT AND DEVELOPMENT CULTURE
Year:2015 | Issue:2

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Title

BANKRUPTCY PREDICTION USING RBF NEURAL NETWORK

Author(s)

TABATBABAI MASUMEH | JAVID DARUSH | MOAZAMI GOODARZI MUHAMMAD REZA

Keywords

BANKRUPTCY PREDICTION

RADIAL BASIS FUNCTION NEURAL NETWORK AND ARTICLE 141 OF THE COMMERCIAL CODE

Abstract

THE PURPOSE OF THIS STUDY WAS TO PREDICT THE BANKRUPTCY OF COMPANIES LISTED IN TEHRAN STOCK EXCHANGE IS USING RADIAL BASIS FUNCTION NEURAL NETWORK (RBF). THIS STUDY IS A QUASI-EXPERIMENTAL BECAUSE LOOKING CAUSAL FACTORS ON THE FACTS AND CIRCUMSTANCES OF RESEARCH. STATISTICAL POPULATION BANKRUPT COMPANIES COVERED BY ARTICLE 141 OF THE COMMERCIAL CODE, 2012 AND 2013 YEARS AND 99 HEALTHY COMPANIES ON THE BASIS OF PROFITABILITY FOR THE TWO YEARS. HEALTHY COMPANIES WERE SELECTED THROUGH RANDOM SAMPLING. 5 INDEPENDENT VARIABLES INVESTIGATED INCLUDE WORKING CAPITAL TO TOTAL ASSETS, THE CUMULATIVE GAIN OR LOSS TO TOTAL ASSETS, EARNINGS BEFORE INTEREST AND TAXES EBIT TO TOTAL ASSETS, BOOK VALUE OF EQUITY TO BOOK VALUE OF TOTAL DEBT TO TOTAL ASSETS, WHOLE SALE AND THE DEPENDENT VARIABLE IS A BINARY VARIABLE EQUAL TO ZERO FOR NORMAL AND HEALTHY TO HAVE ONE. AFTER STATISTICAL SOFTWARE WEKA WITH RADIAL BASIS FUNCTION NEURAL NETWORK TO PREDICT THE RATE OF 91 TO 95.34% AND 90.69% IS EQUAL TO 92 YEARS.

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APA: Copy

TABATBABAI, MASUMEH, JAVID, DARUSH, & MOAZAMI GOODARZI, MUHAMMAD REZA. (2015). BANKRUPTCY PREDICTION USING RBF NEURAL NETWORK. INTERNATIONAL CONFERENCE ON MANAGEMENT AND DEVELOPMENT CULTURE. SID. https://sid.ir/paper/909672/en

Vancouver: Copy

TABATBABAI MASUMEH, JAVID DARUSH, MOAZAMI GOODARZI MUHAMMAD REZA. BANKRUPTCY PREDICTION USING RBF NEURAL NETWORK. 2015. Available from: https://sid.ir/paper/909672/en

IEEE: Copy

MASUMEH TABATBABAI, DARUSH JAVID, and MUHAMMAD REZA MOAZAMI GOODARZI, “BANKRUPTCY PREDICTION USING RBF NEURAL NETWORK,” presented at the INTERNATIONAL CONFERENCE ON MANAGEMENT AND DEVELOPMENT CULTURE. 2015, [Online]. Available: https://sid.ir/paper/909672/en

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