Resultados de búsqueda - TVG~

  1. Cross-Cutting Learning from Evaluations: CGIAR Excellence in Breeding and Big Data in agriculture Platforms por CGIAR Independent Advisory and Evaluation Service

    Publicado 2022
    “…This cross-cutting brief analyzes learning and recommendations by five themes (governance, gender, partnerships, people, and capacities, and monitoring, evaluation, and learning) across the CGIAR Excellence in Breeding (EiB) Platform and Platform for Big Data in Agriculture evaluations. Lessons from the brief are intended to be applied across CGIAR's portfolio and to inform interventions outside CGIAR that pursue similar objectives…”
    Enlace del recurso
    Brief
  2. Categorizing the songbird market through big data and machine learning in the context of Indonesia’s online market por Okarda, B., Muchlish, U., Kusumadewi, S.D., Purnomo, H.

    Publicado 2022
    “…The Support Vector Machine (SVM) was selected as the best model and was used to predict the ad population. …”
    Enlace del recurso
    Journal Article
  3. Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software por Crossa, José, Martini, Johannes W.R., Vitale, Paolo, Perez-Rodriguez, Paulino, Costa-Neto, Germano, Fritsche-Neto, Roberto, Runcie, Daniel E., Cuevas, Jaime, Toledo, Fernando H., Huihui Li, De Vita, Pasquale, Gerard, Guillermo S., Dreisigacker, Susanne, Crespo-Herrera, Leonardo A., Saint Pierre, Carolina, Bentley, Alison R., Lillemo, Morten, Ortiz, Rodomiro, Montesinos-Lopez, Osval A., Montesinos-López, Abelardo

    Publicado 2025
    “…We outline the principles of genomic-enabled prediction and discuss how statistical ML tools enhance GS efficiency with big data. Additionally, we examine various statistical ML tools developed in recent years for predicting traits across continuous, binary, categorical, and count phenotypes. …”
    Enlace del recurso
    Journal Article

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