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Extracting Knowledge From Data
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CONSULTING COMPETENCIES
  • Nonlinear Signal Processing
  • Anomaly detection
  • Remaining Lifetime Estimation
  • Independent Component Analysis
  • Clustering techniques
  • Optimization
  • Stochastic Process Analysis
  • Radial Basis Function Networks
  • Statistical Inference
  • Regression techniques
  • Statistical Learning methods
  • Information Theory
  • Differential Equations
  • Chaos Theory
  • Dynamical Systems Theory
  • Kernel Methods
  • Time series prediction
  • Wavelets
  • Support Vector Machines
  • Random Forests
  • Boosting and Additive Trees
  • Self Organizing Maps
  • Canonical Correlation Analysis
  • Partial Least Squares
Pattern RecognitionAnomaly and Impending Nonlinear ProcessingData Mining Noise Sustained Patterns
Network Dynamics Remaining Lifetime More PublicationsStatistical Learning Multivariate Modeling