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three ensemble-learning methods-specifically, bagging, random forest, and boosting-with those of various neural … boosting is superior to other machine-learning methods including neural networks. It is also found that the performance of …
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learning techniques. Moreover, we proposed a novel NNR (NASNet Random forest) method for feature engineering. The proposed NNR … from these spatial features. The feature set obtained from the data extraction trains machine learning models. Our …
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feasible using machine learning models with the advent of transfer learning algorithms. Research initiatives are drawn to the … learning is proposed to yield optimal results in the target model. A multiple rounds multiple incremental transfer learning … the source domain to the target domain. Incremental learning has played an important role in lowering the risk of …
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In this paper we present a counterfactual evaluation of the effect of ICT resources at school on student achievements conducted in Italy. In 2009 156 classes at 6th grade were endowed with additional resources earmarked for purchasing ICT equipments only. By selecting an equivalent number of...
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