Development of new techniques in the fields of data mining and machine learning that match the needs of industrial applications, including:
- data preprocessing techniques,
- load prediction and customer grouping algorithms,
- prediction of industrial process results,
- visualisation of industrial processes,
- Big Data / all data...
IT systems with particular attention to:
- project management,
- advanced data processing using data mining/machine learning,
- database systems incl. NoSQL platforms,
- Java EE systems,
- GIS/AM/FM solutions for utilities (water, wastewater, gas, district heating systems).