Tommi Mononen

Person

Description of research and teaching

I got my PhD degree in computer science in January 2010. The main target was to develop computationally efficient methods for the normalized maximum likelihood (NML) model selection criterion, which can be used to select the best statistical model for a given observed data set. To gain the maximum computational efficiency, computation methods must be specifically tailored for each individual model family. In the PhD thesis I developed methods that are suitable for simple Bayesian networks.


I joined the Metapopulation Research Group (MRG) in March 2009. In my present work I take part in developing theoretical models for metapopulation research (in collaboration with Professor Ilkka Hanski). The developed models are then fitted to empirical observations and the results will reveal new relevant information of existing metapopulations and their dynamics.

 

I moved to Aalto University in January 2012.


Close

Latest publications

  1. Increasing frequency of low summer precipitation synchronizes dynamics and compromises metapopulation stability in the Glanville fritillary butterfly

    Tack, A. J. M., Mononen, T. J. M. & Hanski, I. A. 7 May 2015 In : Proceedings of the Royal Society B. Biological Sciences. 282, 1806, 8 p., 20150173

    Publication: Contribution to journalA1 Refereed journal article

  2. Ecological and evolutionary effects of fragmentation on infectious disease dynamics

    Jousimo, J., Tack, A. J. M., Ovaskainen, O., Mononen, T., Susi, H., Tollenaere, C. M. J. & Laine, A-L. 13 Jun 2014 In : Science. 344, 6189, p. 1289-1293 5 p.

    Publication: Contribution to journalA1 Refereed journal article

  3. Evolution of Camouflage Drives Rapid Ecological Change in an Insect Community

    Farkas, T. E., Mononen, T., Comeault, A. A., Hanski, I. & Nosil, P. 2013 In : Current Biology. 23, 19, p. 1835-1843 9 p.

    Publication: Contribution to journalA1 Refereed journal article

View all (11) »

Latest activities

  1. Field-work visit to California

    Tommi Mononen (Visiting researcher), 20 Mar 20114 Apr 2011

    Activity: International Mobility: VisitsAcademic visit to other institution

  2. 3rd Conference on Computational and Mathematical Population Dynamics

    Tommi Mononen (Poster Presentation), 31 May 20104 Jun 2010

    Activity: Conferences, workshops, courses, seminarsOrganisation and participation in conferences, workshops, courses, seminars

  3. 7th Annual Winter School in Algorithms, Graph Theory and Combinatorics

    Tommi Mononen (Attendee), 12 Mar 200915 Mar 2009

    Activity: Conferences, workshops, courses, seminarsOrganisation and participation in conferences, workshops, courses, seminars

View all (11) »

Education

PhD (Computer Science)

ID: 81082