Techniques

Relational Reporting

• Requirements analysis and data modeling
• Consulting for effective business reporting
• Design of static and dynamic reports
• Implementation of custom made software for advanced analytical methods
• Integration of mathematical and statistical calculations
• Migration of existing reports and analytic methods
• Support for forecasting and predictive analytics

Data Warehousing and Online Analytical Processing (OLAP)

• Requirements analysis and data modeling
• Design and implementation of data warehouse
• Implementation of software for data cleansing, transformation and integration
• Rollout and customization of reporting software
• Migration of existing reports and analytic methods

Data Mining

• Consulting for data mining methods and applications
• Introduction and implementation of data mining methods and statistical analysis
  • Association Mining
    • Mining frequent sequences
    • Generalized Association Rules for construction hierarchical taxonomies (concept hierarchies)
    • Quantitiative Association Rules for analyizing categorical and quantitative data
    • Interval Data Association Rules
    • Sequential Assocatiation Rules
  • Cluster Analysis
    • Hierarchical clustering
    • Correlation clustering and Subspace clustering
    • Concept clustering
  • Machine learning techniques
    • Neural networks
    • Support vector machines
    • Naïve Bayes
  • Statistical Data Analysis
    • Traditional inferential and descriptive statistics
    • Traditional univariate and multivariate statistics
    • Factor analysis
    • Regression analysis
    • Time series analysis
• Knowledge transfer and training
• Custom made software including data mining algorithms and applications
• Migration of existing reports and analytic methods

Business Performance Management

• Requirements analysis and consulting for methods and software solutions
• Rollout, customization and implementation of BPM software
• Data integration, processing and reporting
• Knowledge transfer and training