Expertise

Multivariate Statistical Process Control

Strategies for large number of variables, dimensionality reduction.

Case Based Reasoning

Individual, personalized decision making, similarity measures, attribute learning.

Machine learning

Structured data mining (sequence pattern mining), boosting, genetic algorithms, SVM, big data (data analysis)

Qualitative representation of trends

Numeric to qualitative representations, signals as sequences of episodes.

Optimization

Heuristic and meta-heuristics methods (Simulated Annealing, Genetic Algorithms, Swarm-based methods)