CMS Data mining & Predictive analytics

CMS provides an integrated environment for predictive modeling, segmentation, data visualization, statistical data analysis, and SQL tools. It provides all-in-one analytics and developer environment which can be used by both data analysts and analytic IT solution developers. Main features of CMS include;

• Business rules - Expert systems shell engines.
• Neural network predictive modeling.
• Self Organizing Maps (SOM) - Neural Clustering.
• Radial Basis Function (RBF).
• Decision tree classification and Segmentation.
• Regression and Time-series analysis.
• Hotspot drill-down and profiling analysis.
• Rule-based model evaluation.
• Advanced charts: 3D bars, bars, histograms, histobars, scatterplots, boxplots ...
• Segmentation and gains analysis.
• Response and profit analysis.
• Correlation analysis.
• Drill-down statistics.
• Cross tables with deviation/hotspot analysis.
• Groupby tables with deviation/hotspot analysis.
• SQL query/batch tools.
• Statistics: Mono, Bi, ANOVA, ...
• Gene (DNA) code pattern matching.
• Database scoring.
• Connect to all major DBMS through ODBC/JDBC.

(Example) Neural network;

(Example) Data visualization;

For downloads, please visit CMS Downloads. For academic use, please apply academic server license from Contact Us.

BI Server Knowledge-embedded predictive BI platform

Rosella BI server provides an advanced platform for developing and deploying web-based sophisticated BI and Risk Management solutions. CMS is used to develop and manage BI Server resources. Rosella BI Server incorporates;

• Expert systems shell engines.
• Charting and reporting.
• Rule-based predictive modeling and model evaluation.
• Gene (DNA) code pattern matching.
• Predictive modeling: decision trees, neural networks, and regression.
• High-performance embedded Rosella DBMS.
• HTML-based report formatting.
• PDF/RTF document report writing.
• WOA - Web Oriented Architecture.
• SOA ready.
• Connect to all major DBMS through ODBC/JDBC.

(Example) Realtime Risk Management Dashboards;

(Example) Data visualization and Charts;

For more, please see Business Intelligence Server.

Rosella DBMS for Data Mining and Data Warehousing

Rosella is a large main-memory optimized high performance cross-platform relational DBMS, featuring high speed data mining and statistics, real-time replication, disaster recovery. It can exploit up to 512GB main memory to perform very fast radix sorting and statistical aggregation. Rosella DBMS is embedded into BI server. Ideal for;

• Executive Information Systems (EIS)
• Decision Support Systems (DSS)
• Management Information Systems (MIS)
• Data warehouse
• Data marts

For more, please see Rosella DBMS Server.

(Note that StarProbe data miner is replaced with CMS. For more, please see StarProbe Data Miner.)