Division organization
Laboratory for Information Systems
Leader: Dragan Gamberger, PhD
- Novel machine learning and knowledge discovery algorithms and methods;
- Soft computing and modelling;
- Coupling machine learning, optimization and decision making;
- Knowledge acquisition, representation and management;
- Distributed computing and measurement systems.
Laboratory for Stochastic Signal Processes
Leader: Branka Medved Rogina, PhD
- Investigation and optimization of procedures for the generation, measurement and processing of ultra wide-band pulse signals in measurement, communication and telemetry systems;
- Improvement of methods for processing and compressing huge data structures in computational linguistics and bioinformatics;
- Optimization of methods for analysis of time series applying theory of stochastic processes, chaotic and fractal signals and nonlinear dynamics.
Group for Bioinformatics and Computational Biology
Leader: Tomislav Šmuc, PhD
- Machine learning methods in solving different problems in bioinformatics and computational biology
- Knowledge discovery techniques in genomics
- Knowledge discovery techniques for structure - biological activity relationships for novel compounds
- Application of machine learning methods for the analysis of experimental data in proteomics