Although they were primarily designed to search for valuable business information, data
mining tools have a wide range of applications because they enable automated detection of
previously unknown patterns and identification of seemingly unrelated products, events and
situations. Patterns of discovering problems covered by these tools also include forecasting
bankruptcy, discovering fraudulent credit card transactions, establishing anomalous data,and fraud detection in the business community. On the pages below the author will
concentrate on the latter problem.