Where academic tradition
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Algorithmics and Computational Intelligence Group (ACI)

The research of the laboratory is centered around techniques and methods for algorithm design and computational intelligence, with the emphasis on both theory and applications. The foundations of the research are discrete mathematics, probabilistic inference, and theoretical computer science. In particular, the research of probabilistic and information-theoretical modeling, combinatorial algorithms, parallel algorithms, intelligent systems, Bayesian analysis, and algorithms for computer games has been pursued. The laboratory is based on the long tradition of active co-operation with companies and academic partners on solving real-life problems by the use of combinatorial optimization and latest techniques on software development and computational intelligence methods. The following key areas are covered:

Leader of the unit

Jukka Heikkonen Olli Nevalainen

Senior Researchers

Lassi Bergroth Stefan Emet Timo Knuutila Ville Leppänen Tapio Pahikkala Jussi Salmi Jouni Smed Jukka Teuhola


Optimization of the control of component assembly in printed circuit board manufacturing systems

Minimum description length and stochastic complexity

Probabilistic modeling and Bayesian analysis with applications

Neural networks, theory and applications

Data analysis in proteomics

PET image analysis

Compression of media data


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