Environment

• Standalone or Clients / Server Application

• Clients / Server communication architecture based on a CORBA middleware

• Multi projects and multi sessions architecture

• A complete development environment (scripting, client and server development consoles)

Databases Interfaces

• MySQL

• ODBC

• Temporal format (from SCADA systems for example)

• Flat files (CSV, ...)

• XLS tables

Data analyses

• Histograms

• Scatter Plots

• Dendrograms

• Temporal Curves

• Principal Component Analysis (PCA)

• Correlation Analysis

Modelling and Knowledge Discovery Methods

• Decision Trees (DT)

• Regression Trees (RT)

• Fuzzy Trees (FT)

• Random Trees Forest (Extra-Trees, RTF)

• Artificial Neural Networks (ANN)

• Multi-Linear Regression

• K-MEANS

• K-NN

• AutoClass

• Association Rules

• Support Vector Machines (SVM)

Outputs

• Exporting Models in XML, PMML

• Exporting Models for direct integration into SCADA systems

• Saving Graphs in JPG, SVG, PDF...

• Saving Results reports in HTML

• Saving projects in XML

Powerful Scripting Language (KDLisp)

• Based on a powerful interpreted language

• Control of all tools and methods