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Fabrizio Maturo

Enriched Functional Tree-Based Classifiers: A Novel Approach Leveraging Derivatives and Geometric Features

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Sep 26, 2024
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Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series

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Sep 12, 2024
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Augmented Functional Random Forests: Classifier Construction and Unbiased Functional Principal Components Importance through Ad-Hoc Conditional Permutations

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Aug 23, 2024
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Demystifying Functional Random Forests: Novel Explainability Tools for Model Transparency in High-Dimensional Spaces

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Aug 22, 2024
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Random Survival Forest for Censored Functional Data

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Jul 22, 2024
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Supervised Learning via Ensembles of Diverse Functional Representations: the Functional Voting Classifier

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Mar 23, 2024
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