FEATURES

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
• OSIsoft PI
• Instep eDAN

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