Comparative analysis of data mining methods for bankruptcy prediction

نویسندگان

  • David L. Olson
  • Dursun Delen
  • Yanyan Meng
چکیده

Article history: Received 11 March 2011 Received in revised form 3 August 2011 Accepted 4 October 2011 Available online 13 October 2011

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Predicting Bankruptcy of Companies using Data Mining Models and Comparing the Results with Z Altman Model

One of the issues helping make investment decisions is appropriate tools and models to evaluate financial situation 0f the organization.  By means of these tools, investors can analyze financial situation of the organization and identify financial distress or an ideal condition, they become aware of making decisions to invest in appropriate conditions.  The main objective of this study is to ev...

متن کامل

Personal bankruptcy prediction by mining credit card data

A personal bankruptcy prediction system running on credit card data is proposed. Personal bankruptcy, which usually results in significant losses to creditors, is a rapidly increasing yet little understood phenomenon. The most commonly used methods in personal bankruptcy prediction are credit scoring models. Some data mining models have also been investigated in this domain. Neither the scoring...

متن کامل

A New Method in Bankruptcy Assessment Using DEA Game Theory

One of the most important economic concepts is evaluation and bankruptcy prediction. Financial events, which an organization could be, exposed to serious risks and it goes bankruptcy. Therefore, prediction and assessment bankruptcy enable organizations that to be familiar the financial risks and resolve their financial deficiencies. So in this paper, we discuss one of the most important economi...

متن کامل

A Study on the Financial Performance of Companies Using Data Envelopment Analysis Model and Zemijsky's Model and a Comparison of their Results

Recent bankruptcy of big companies all over the world and fluctuations in Iran's stock market require that some methods be developed for the evaluation of companies' financial potential. Different models are used for the prediction of bankruptcy and the evaluation of organizational financial situation. Environmental changes and increasing competition among agencies led to companies' and organiz...

متن کامل

Bankruptcy Prediction: Dynamic Geometric Genetic Programming (DGGP) Approach

 In this paper, a new Dynamic Geometric Genetic Programming (DGGP) technique is applied to empirical analysis of financial ratios and bankruptcy prediction. Financial ratios are indeed desirable for prediction of corporate bankruptcy and identification of firms’ impending failure for investors, creditors, borrowing firms, and governments. By the time, several methods have been attempted in...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • Decision Support Systems

دوره 52  شماره 

صفحات  -

تاریخ انتشار 2012