Business Forecasting Applications of Neural Networks

For the business domain alone, a literature search yielded a total of 171 publications on time series or causal point predictions in business forecasting, in the categories of general publications on point predictions including examples from business, sales, marketing, production and finance.

However, this does not represent unpublished applications. Following are selected links to real-world applications.

Financial Forecasting Applications of Neural Networks

• Stock price forecasting
  author: Carl & Associates
• Trends analysis in international markets
  author: Citibank
• Technical analysis and prediction of stocks and other financial data
  author: NeuroDimension, Inc.
  url: http://www.tradingsolutions.net/

Marketing Forecasting Applications of Neural Networks

• Forecast demand of airline flights
  author: BehavHeuristics Inc.
• Predicting sales of soft drinks
  author: Britvic

Energy Forecasting Applications of Neural Networks

• Electrical load forecasting
  author: Bayernwerk AG
• Energy demand forecasting
  author: Britvic
• Short and long-term load estimation
  author: Pacific Gas & Electric
• Predicting gas index prices
  author: Northern Natural Gas

   

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