Where academic tradition
meets the exciting future

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

Projects 

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

Publications 

Click here to see the full list of publications from the TUCS Publication Database

The latest updated publications:

Thomas Xu, Jonne Pohjankukka, Ville Leppänen, Analysing and Modelling the On-Chip Traffic of Parallel Applications. In: George Papadopoulos (Ed.), Proceedings of 42th Euromicro Conference on Software Engineering and Advanced Applications, SEAA, 275–282, IEEE Computer Society, 2016.

Harri Merisaari, Algorithmic Analysis Techniques for Molecular Imaging. TUCS Dissertations 217. 2016.

Mika Murtojärvi, Efficient Algorithms for Coastal Geographic Problems. TUCS Dissertations 210. 2016.