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3篇 您的检索式:作者名="Michele Porta"
    题名 作者 年代 出处 被引量
1Efficacy and safety of sorafenib in patients with advanced hepatocellular carcinoma: Subanalyses of a phase III trial显示文摘Jordi Bruix Jean-Luc Raoul Morris Sherman Vincenzo Mazzaferro Luigi Bolondi Antonio Craxi Peter R. Galle Armando Santoro Michel Beaugrand Angelo Sangiovanni Camillo Porta Guido Gerken Jorge A. Marrero Andrea Nadel Michael Shan Marius Moscovici Dimitris Vo 2012Journal of Hepatology2012,,4:6
2Effects of progressive exercise during phase I cardiac rehabilitation on the heart rate variability of patients with acute myocardial infarction显示文摘Michele D. B. Santos-Hiss Ruth C. Melo Victor R. Neves Flávio C. Hiss Roberto M. M. Verzola Ester Silva Audrey Borghi-Silva Alberto Porta Nicola Montano Aparecida Maria Catai 2011Disability and Rehabilitation2011,,10:1
3Yield performance estimation of corn hybrids using machine learning algorithms显示文摘Estimation of yield performance for crop products is a topic of interest in agriculture.In breeding programs,we cannot test all possible hybrids created by crossing two parents(inbred and tester)since it would be too time consuming and costly.In this paper,we exploit different machine learning algorithms including decision tree,gradient boosting machine,random forest,adaptive boosting,XGBoost and neural network to predict the yield of corn hybrids using data provided in the 2020 Syngenta Crop Challenge.The participants were asked to predict the yield of missing hybrids which were not tested before.Our results show that the prediction obtained by XGBoost is more accurate than other models with a root mean square error equal to 0.0524.Therefore,we use XGBoost model to estimate the yield performance for untested combinations of inbreds and testers.Using this approach,we identify hybrids with high predicted yield that can be bred to increase corn production.Farnaz Babaie Sarijaloo Michele Porta Bijan Taslimi Panos M.Pardalos 2021Artificial Intelligence in Agriculture2021,,1:0
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