Preventive Detection of Economic Problems by means of Neuron Networks Cover Image

Превантивно откриване на икономически проблеми с използване на невронни мрежи
Preventive Detection of Economic Problems by means of Neuron Networks

Author(s): Stanimir Kabaivanov
Subject(s): Economy
Published by: Институт за икономически изследвания при Българска академия на науките
Keywords: JEL: C45; G17; G32

Summary/Abstract: The methods of detecting economic problems at different levels are focused in this study with comments on their restrictions and shortcomings. A common analysis scheme is offered, using artificial intelligence systems – neuron networks, where the available patterns could be integrated and supplemented. A pattern is proposed to study the market index development and to analyze any potential collapses, which was tested to analyze the SOFIX index under the capital market conditions in Bulgaria.

  • Issue Year: 2010
  • Issue No: 5
  • Page Range: 103-115
  • Page Count: 13
  • Language: Bulgarian