Business Intelligence
The Confluence
The core of OLAP and Business Intelligence
provides dimensional analytics based on groupby summarization and data visualization.
StarProbe OLAP Server provides a web-based
SOA business intelligence platform that incorporates
data mining as follows;
- RME-RETE Expert System Shell.
- Rule-based predictive modeling and model evaluation (RME).
- Gene (DNA) code pattern matching.
- Charting and reporting.
- Rule-based modeling and predictive model evaluation.
- Predictive modeling: decision trees, neural networks, and regression.
- High-performance embedded Rosella DBMS.
- HTML-based report formatting.
- PDF document report writing.
- SOA - Service-Oriented Architecture.
For more, please see Business Intelligence - SOA.
CMS
Cramer Modeling & Segmentation
CTM is a decision tree based integrated modeling and segmentation tool.
It's an ideal tool for segmentation marketing, RFM, and so on.
Main features are;
- RME-RETE Expert System Shell.
- Rule-based model evaluation.
- Decision tree classification/Segmentation.
- Neural network.
- Regression.
- Hotspot analysis.
- Rete engine/Expert system shells (SQL-like language).
- Histograms (Database).
- Scatterplots (Database).
- Segmentation and gains analysis.
- Response and profit analysis.
- Drill-down statistics.
- Database scoring.
- Correlation analysis to determine which information is useful in prediction!
For more and downloads, please check Decision Tree Software.
StarProbe
Visual Data Miner Suite
StarProbe data miner suite supports full-range of data mining algorithms,
including many exclusive pioneering features such as rule-based
modeling, hotspot analysis, Cramer decision tree, and so on;
- Neural network.
- Decision tree and drill-down segmentation.
- Hotspot analysis and profiling.
- Rule induction.
- Regression: General linear, logistic, and exponential.
- Neural clustering / Self organizing maps (SOM).
- Marketing segmentation.
- Variable correlation link analysis.
- Product association analysis.
- Cross table & Deviation analysis.
- Group-by summarization.
- Visualization: Bar, pie, scatter plot, area, combo, ...
- Statistics.
For more, please see StarProbe Data Miner.
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