20122019

Research output per year

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Personal profile

Education/Academic qualification

Master of Science (Technology), Information Technology, Aalto-yliopisto, Sähkötekniikan korkeakoulu

Award Date: 6 Jun 2011

Bachelor of Science (Technology), Information Technology, Aalto-yliopisto, Sähkötekniikan korkeakoulu

Award Date: 14 Jun 2010

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Research Output

  • 7 Article
  • 1 Conference contribution

Modelling G×E with historical weather information improves genomic prediction in new environments

Gillberg, J., Marttinen, P., Mamitsuka, H. & Kaski, S., 15 Oct 2019, In : Bioinformatics (Oxford, England). 35, 20, p. 4045-4052 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
  • 1 Citation (Scopus)
    46 Downloads (Pure)

    Prediction of Multiple-Trait and Multiple-Environment Genomic Data Using Recommender Systems

    Montesinos-López, O. A., Montesinos-López, A., Crossa, J., Montesinos-López, J. C., Mota-Sanchez, D., Estrada-González, F., Gillberg, J., Singh, R., Mondal, S. & Juliana, P., 1 Jan 2018, In : G3: Genes, Genomes, Genetics. 8, 1, p. 131-147

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
  • 9 Citations (Scopus)
    168 Downloads (Pure)

    Cluster analysis to estimate the risk of preeclampsia in the high-risk Prediction and Prevention of Preeclampsia and Intrauterine Growth Restriction (PREDO) study

    Villa, P. M., Marttinen, P., Gillberg, J., Inkeri Lokki, A., Majander, K., Ordén, M. R., Taipale, P., Pesonen, A., Räikkönen, K., Hämäläinen, E., Kajantie, E. & Laivuori, H., 1 Mar 2017, In : PloS one. 12, 3, p. 1-14 e0174399.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
  • 12 Citations (Scopus)
    157 Downloads (Pure)

    Multiple output regression with latent noise

    Gillberg, L., Marttinen, P., Pirinen, M., Kangas, A. J., Soininen, P., Ali, M., Havulinna, A. S., Järvelin, M. R., Ala-Korpela, M. & Kaski, S., 1 Jun 2016, In : Journal of Machine Learning Research. 17, p. 1-35 35 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
  • 6 Citations (Scopus)
    21 Downloads (Pure)

    Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression

    Marttinen, P., Pirinen, M., Sarin, A-P., Gillberg, J., Kettunen, J., Surakka, I., Kangas, A. J., Soininen, P., "O'Reilly", P., Kaakinen, M., Kähönen, M., Lehtimäki, T., Ala-Korpela, M., Raitakari, O. T., Salomaa, V., Järvelin, M-R., Ripatti, S. & Kaski, S., 2014, In : Bioinformatics. 30, 14, p. 2026-2034

    Research output: Contribution to journalArticleScientificpeer-review

    16 Citations (Scopus)

    Projects

    High-throughput crop recommendation engine

    Wagner, P., Gillberg, L., Juntunen, H., Lintusaari, J., Nguyen Van, L. & Kaski, S.

    01/06/201730/06/2019

    Project: Business Finland: New business from research ideas (TUTLI)

    Activities

    • 1 Conference presentation

    Speaker

    Leo Gillberg (Speaker)

    10 Dec 2016

    Activity: Talk or presentation typesConference presentation