11 citations · 28 across the 7 of their papers we have counts for
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stat.ME2019★ 4 cited
Detecting and Classifying Outliers in Big Functional Data
Oluwasegun Taiwo Ojo, Antonio Fernández Anta, Rosa E. Lillo +1
We propose two new outlier detection methods, for identifying and classifying different types of outliers in (big) functional data sets. The proposed methods are based on an existi…
cs.LG2019★ 1 cited
A Novel Hyperparameter-free Approach to Decision Tree Construction that Avoids Overfitting by Design
Rafael Garcia Leiva, Antonio Fernandez Anta, Vincenzo Mancuso +1
Decision trees are an extremely popular machine learning technique. Unfortunately, overfitting in decision trees still remains an open issue that sometimes prevents achieving good…