Studies

Subprogramme of Algorithms, Data Analytics and Machine Learning

Research groups

See also the list of teaching and research personnel in the subprogramme.
Algodan
Algorithmic data analysis
  • leader Esko Ukkonen
  • Centre of Excellence in research appointed by the Academy of Finland, 2008-2013
  • research topics include combinatorial pattern matching, data mining and machine learning
  • application areas include bioinformatics, language technology and neuroinformatics
Adaptive computing
  • leader Patrik Floréen
  • modelling and optimisation in resource-constrained distributed environments
CoSCo
Complex Systems Computation Group
  • leader Petri Myllymäki
  • research topics include probabilistic modelling and information theoretic methods
  • application areas include information retrieval, ubiquitous computing and localisation
Discovery
  • leader Hannu Toivonen
  • data mining methods and tools for pattern and link discovery
  • focus on structured and heterogeneous data such as graphs
NPC
New Paradigms in Computing
  • Petteri Kaski, Mikko Koivisto, Valentin Polishchuk, Jukka Suomela
  • basic research at the intersection of core computer science (algorithm design and analysis) and discrete mathematics