GhostMiner

GhostMiner is a unique data mining software from Fujitsu that not only supports common databases (or spreadsheets) and mature machine learning algorithms, but also assists with data preparation and selection, model validation, the creation of multimodels like commitees or k-classifiers, and visualization.

All of this and more is available in one package - a wide range of data preparation techniques, feature selection methods, and a choice of data mining algorithms and visualization techniques are integrated. Trying out and comparing different approaches becomes extremely easy. The package comes with an intuitive interface, which should make it easier to use even for a non-technical user.

GhostMiner’s data extraction and analysis capabilities can assist you in making informed business decisions, and ultimately in achieving a competitive advantage of your business enterprise.

GhostMiner is adept at addressing areas such as:

Customer segmentation
Customer profiling for individual relationship management .
Increase in response rates from mailing campaigns .
Identification of defectors among customers.
Understanding causes of customer attrition.
Identification of cross-selling opportunities.
Credit scoring analysis.
Prediction of fraudulent behavior or transactions.
Selection of best potential candidates for employment opportunities.

GhostMiner’s primary target audience includes:

Banking
Telecommunication operators
E-commerce businesses
Distribution companies
Resource management services

The package can also be employed in a number of other areas:

Bioinformatics - genetics, proteomics, QSAR.
Medicine - clinical and laboratory diagnostic systems, pharmacology, bioactivity of drugs, analysis of signals and images (with additional filters for image/signal processing).
Psychology and psychiatry - analytical support of psychometric tests and other questionnaire-based tests.
Technical applications - engine diagnostics, analysis of technological processes.
Education.
Everywhere and anywhere there are large databases to be analyzed.

Data access:

GhostMiner supports the following formats of data:

ASCII text files (including CSV files)
Excel spreadsheets
Any database conforming to ODBC standard including MS Access, MS SQL Server and Oracle
Any database conforming to OLE DB standard including MS SQL Server, Informix, Oracle and many more.

Requirements: