IDEAS home Printed from https://ideas.repec.org/h/wsi/wschap/9789812813312_0005.html
   My bibliography  Save this book chapter

Neural Networks for Analysis of Financial Statements

In: Business Applications Of Neural Networks The State-of-the-Art of Real-World Applications

Author

Listed:
  • Kimmo Kiviluoto

    (Laboratory of Computer and Information Science, Helsinki University of Technology, P.O.Box 5400, FIN-02015 HUT, Finland)

  • Pentti Bergius

    (Finnvera Ltd., P.O. Box 1010, FIN-00101 Helsinki, Finland)

  • Jyrki Maaranen

    (Finnvera Ltd., P.O. Box 1010, FIN-00101 Helsinki, Finland)

Abstract

The following sections are included:IntroductionMapping the financial statements onto a Self-Organizing MapThe Self-Organizing Map – short introductionData preparationTraining the map and viewing the resultsDo not oversimplify: 3D SOM's are sometimes better than 2DTrajectories reveal the dynamicsWhy visualize, and why use SOM's?References

Suggested Citation

  • Kimmo Kiviluoto & Pentti Bergius & Jyrki Maaranen, 2000. "Neural Networks for Analysis of Financial Statements," World Scientific Book Chapters, in: Business Applications Of Neural Networks The State-of-the-Art of Real-World Applications, chapter 5, pages 73-84, World Scientific Publishing Co. Pte. Ltd..
    • Handle: RePEc:wsi:wschap:9789812813312_0005
    as

    Download full text from publisher

    File URL: https://www.worldscientific.com/doi/pdf/10.1142/9789812813312_0005
    Download Restriction: Ebook Access is available upon purchase.
    File URL: https://www.worldscientific.com/doi/abs/10.1142/9789812813312_0005
    Download Restriction: Ebook Access is available upon purchase.
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:wschap:9789812813312_0005. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscientific.com/page/worldscibooks .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.