Neural Regression Applications in the Business Domain

Finance

• 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/

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

• 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

   

Neural Classification Applications in the Business Domain

• Finance
  • Prediction of risky loans
    author: Adaptive Decision Systems
  • Bond portfolio management
    author: Econostat Ltd.
  • Manage cattle futures trading
    author: Gerber Baby Foods
  • Pension fund management
    author: John Deere & Company
  • Mutual fund management
    author: LBS Capital Management Inc.
  • Common stock valuation
    url: http://www.walkrich.com/
  • Forecasting credit worthiness
    author: Chase Financial Technologies
  • Mortgage underwriting and risk-management
    author: HNC Software

     

    !!! BEWARE !!! These are companies that are claiming they can crack the stock market with neural networks, however, very few of them are rich .... think about it. Some may however become wealthy from providing you with their software ...

    • Eventus-Traders www.eventus-traders.com
      Trading recommendations based upon NN recommendations of past values and indicators.

     

• Marketing
  • Determine which customers should receive catalogs
    author: NeuralWare
  • Finding the connection between the sales of diapers and beer
    author: US supermaket chain

     

• Quality Assurance & Control
  • Beer testing
    author: Anheuser-Busch
  • Purity testing, Pulp wash detection
    author: Florida Department of Citrus
  • Quality control of potato chips
    author: Frito-Lay
  • Loudspeaker defect classifications
    author: CTS Electronics
  • Tire testing
    author: Dunlop
  • Computer chip manufacturing quality control
    author: Intel
  • Predicting quality of plastics
    author: Monsanto
  • Welding quality control
    author: Netrologic, Inc.
  • Predicting quality of paper
    author: NLK Application: Celpap
  • Diesel knock testing, paint inspection
    author: Volvo

     

• Real Estate
  • Property valuation system
    author: HNC Software
    url: http://www.hnc.com/prodsls.htm

• Fraud Detection
  • Credit card fraud detection
    author: HNC Software
    url: http://www.hnc.com/prodsps.htm
  • Identify deviations in spending habits
    author: MasterCard / Visa
  • Signature verification from checks
    author: NeuroMetric Vision System Inc.

• Energy
  • Dam-displacement prediction
    author: Tauernkraftwerke
  •  

A detailed list of applications is provided on http://www.calsci.com/Applications.html

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