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Optimization algorithm design
To deal with changing and uncertain problems, our research includes dynamic algorithm selection and its configuration. This is achieved through problem landscape analysis and supported by comparative robust statistics. Our approaches can handle either single objective or multiple and contradictory objectives.
Data processing
To process large amounts of data with artificial intelligence and computational intelligence approaches, we research different machine learning techniques, representational learning techniques as well as natural language processing. These are also supported by deep neural networks.
Data management and visualization
To better manage and visualize any data, our research includes semantic web and knowledge graph. Several human-computer interaction aspects are considered when getting and sending data. The interaction interfaces are also studied through usability testing.
Adaptive computing platforms
For faster and more reliable execution of algorithms, FPGA and GPGPU processing acceleration are used, along with the research of the dynamically reconfigurable FPGAs. The approaches of approximate computing are also very welcome in the algorithm's implementation as edge computing.
Academic
Industrial
Conferences
BIOMA 2022
The 10th International Conference on Bioinspired Optimization Methods and their Applications
BIOMA 2020
The 9th International Conference on Bioinspired Optimization Methods and their Applications
HCI-IS 2019
Human-Computer Interaction in Information Society
BIOMA 2018
The 8th International Conference on Bioinspired Optimization Methods and their Applications
HCI-IS 2016
The 8th International Conference on Bioinspired Optimization Methods and their Applications
BIOMA 2016
The 7th International Conference on Bioinspired Optimization Methods and their Applications
HCI-IS 2014
Human-Computer Interaction in Information Society
PPSN 2014
The 13th International Conference on Parallel Problem Solving From Nature
BIOMA 2014
the Student Workshop on Bioinspired Optimization Methods and their Applications
HCI-IS 2013
Human-Computer Interaction in Information Society
BIOMA 2012
The 5th International Conference on Bioinspired Optimization Methods and their Applications
BIOMA 2010
The 4th International Conference on Bioinspired Optimization Methods and their Applications
BIOMA 2008
The 3rd International Conference on Bioinspired Optimization Methods and their Applications
MIDEM 2007
Workshop on Electronic Testing
BIOMA 2006
The 2nd International Conference on Bioinspired Optimization Methods and their Applications
BIOMA 2004
International Conference on Bioinspired Optimization Methods and their Applications
Project meetings
IEEE
Institute of Electrical and Electronics Engineers
ACM
Association for Computing Machinery
CLAIRE
Confederation of laboratories for artificial intelligence research in Europe
SLAIS
Slovenian Artificial Intelligence Society
AI4SI
Artificial Intelligence for Slovenia
SDRV
Slovenian Pattern Recognition Society
EuroFIR
The European Food Information Resource
SRIP
Smart Cities & Communities
SRIP
Factories of the Future
CLEC
Customized low energy computing