Corpus ID: 198967822

A hybrid neural network model based on improved PSO and SA for bankruptcy prediction

@article{Azayite2019AHN,
  title={A hybrid neural network model based on improved PSO and SA for bankruptcy prediction},
  author={Fatima Zahra Azayite and S. Achchab},
  journal={ArXiv},
  year={2019},
  volume={abs/1907.12179}
}
  • Fatima Zahra Azayite, S. Achchab
  • Published 2019
  • Economics, Computer Science, Mathematics
  • ArXiv
    • Predicting firm's failure is one of the most interesting subjects for investors and decision makers. In this paper, a bankruptcy prediction model is proposed based on Artificial Neural networks (ANN). Taking into consideration that the choice of variables to discriminate between bankrupt and non-bankrupt firms influences significantly the model's accuracy and considering the problem of local minima, we propose a hybrid ANN based on variables selection techniques. Moreover, we evolve the… CONTINUE READING
    View PDF on arXiv
    1 Citations
    One Citation
    Citation Type

    Citation Type

    Prediction and optimization of biogas production from POME co-digestion in solar bioreactor using artificial neural network coupled with particle swarm optimization (ANN-PSO)

    References

    SHOWING 1-10 OF 36 REFERENCES
    Hybrid Discriminant Neural Networks for Bankruptcy Prediction and Risk Scoring
    • 12
    • PDF
    Predicting bankruptcy using neural networks and other classification methods: The influence of variable selection techniques on model accuracy
    • P. Jardin
    • Computer Science, Engineering
    • Neurocomputing
    • 2010
    • 115
    • Highly Influential
    • PDF
    Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters
    • 700
    • Highly Influential
    A neural network model for bankruptcy prediction
    • M. Odom, R. Sharda
    • Computer Science
    • 1990 IJCNN International Joint Conference on Neural Networks
    • 1990
    • 696
    A cross model study of corporate financial distress prediction in Taiwan: Multiple discriminant analysis, logit, probit and neural networks models
    • 106
    • PDF
    An application of pattern recognition on scoring Chinese corporations financial conditions based on backpropagation neural network
    • 51
    Early warning models against bankruptcy risk for Central European and Latin American enterprises
    • 62
    • PDF
    Prediction of financial distress: An empirical study of listed Chinese companies using data mining
    • 167
    • PDF
    An ANN's evolved by a new evolutionary system and its application
    • Chun-kai Zhang, Huihe Shao
    • Engineering
    • Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187)
    • 2000
    • 42
    FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY
    • 10,224
    • PDF