Author

Sérge-Étienne Parent

Université LavalORCID 0000-0003-1679-2287Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

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

Frequent Co-Authors

Athyna Nancy Cambouris· 1 shared Zonlehoua Coulibali· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperSystems Biology

Athyna Nancy Cambouris

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1 paper

Recent·Most cited

Systems BiologyPLoS ONEPeer-reviewedAug 7, 2020

Site-specific machine learning predictive fertilization models for potato crops in Eastern Canada.

Zonlehoua Coulibali, Athyna Nancy Cambouris, Sérge-Étienne Parent

The paper develops and compares machine learning models to predict potato crop yield and quality under varying fertilizer and environmental conditions, finding Gaussian processes provide the best risk-assessment framework.

56 citations

statistical modelmachine learning (classical)

𝕏 PostBluesky