Author

Jussi Gillberg

Helsinki Institute for Information Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Hiroshi MamitsukaiD· 1 shared Pekka MarttineniD· 1 shared Samuel Kaski AiD· 1 shared

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2019-2019 · peak 1/yr

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1 shared paperBioinformatics

Hiroshi MamitsukaORCID

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1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedApr 8, 2019

Modelling GxE with historical weather information improves genomic prediction in new environments

Jussi Gillberg, Pekka Marttinen, Hiroshi Mamitsuka, Samuel Kaski A

The paper shows that using genomic data, machine learning, and historical weather data can predict crop yield in new environments, highlighting non-linear GxE effects and soil-rain interactions.

48 citations

machine learning (classical)benchmarking

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