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Stock Market Prediction- predict the future movement of the security using the historical data of that security.
Input data: Open, High, Low, Close, Volume, technical indicators, market indexes and prices of other securities.
Credit Worthiness - decide whether an applicant for a loan is
a good or bad credit risk.
Input data: applicant's personal data, income, expenses, previous credit
history, etc.
Credit Rating - assign credit ratings to companies or individuals
based on their financial state.
Input data: current financial state indicators and past financial performance
of a company or individual.
Bankruptcy prediction- classify a company as potential bankruptcy.
Input data: company characteristics and business ratios, such as working
capital/total assets, retained earnings/total assets, earnings before interest and
taxes/total assets, market value of equity/total debt, and sales/total assets.
Property Appraisal - evaluate real estate, automobiles, machinery
and other property.
Input data: property parameters, environment conditions as well as appropriate
demographic, ecological, industrial and other factors.
Fraud Detection- detect and automatically decline fraudulent
insurance claims, client transactions, and taxes.
Input data: transaction parameters, applicant's information and other data
of past incidents.
Price Forecasts - forecast prices of raw materials, commodities,
and products.
Input data: previous price movements, economical indicators, market indexes.
Economic Indicator Forecasts - forecast economic indicators
for the next week, month, and quarter.
Input data: social and economical indicators, time-series data of an indicator.
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