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03/21/2023
A Random Projection k Nearest Neighbours Ensemble for Classification via Extended Neighbourhood Rule
Ensembles based on k nearest neighbours (kNN) combine a large number of ...
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11/21/2022
An Optimal k Nearest Neighbours Ensemble for Classification Based on Extended Neighbourhood Rule with Features subspace
To minimize the effect of outliers, kNN ensembles identify a set of clos...
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05/30/2022
A k nearest neighbours classifiers ensemble based on extended neighbourhood rule and features subsets
kNN based ensemble methods minimise the effect of outliers by identifyin...
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02/11/2021
Comparative Analysis of Machine Learning Approaches to Analyze and Predict the Covid-19 Outbreak
Background. Forecasting the time of forthcoming pandemic reduces the imp...
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12/30/2020
Optimal trees selection for classification via out-of-bag assessment and sub-bagging
The effect of training data size on machine learning methods has been we...
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05/18/2020