Research topics
Development of new techniques in the fields of data mining and machine learning that match domain needs with emphasis on smart city applications, including:
- data preprocessing techniques,
- data systems for cities
- modelling urban mobility
- load prediction and customer grouping algorithms,
- prediction of industrial process results,
- Big Data / all data...
See Stream Mining and Urban Data Systems Group for more details, including projects, teaching and MSc topics.
Related activities
Professional activities
IT systems with particular attention to:
- project management,
- advanced data processing using data mining/machine learning,
- database systems incl. NoSQL platforms,
- GIS/AM/FM solutions for mobility and utilities (water, wastewater, gas, district heating systems).
|