Fabrizio Maturo
Orcid: 0000-0002-2362-4970
According to our database1,
Fabrizio Maturo
authored at least 13 papers
between 2018 and 2024.
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Bibliography
2024
Supervised learning via ensembles of diverse functional representations: the functional voting classifier.
Stat. Comput., December, 2024
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors.
J. Classif., July, 2024
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers.
Comput. Stat., February, 2024
Enriched Functional Tree-Based Classifiers: A Novel Approach Leveraging Derivatives and Geometric Features.
CoRR, 2024
Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series.
CoRR, 2024
Augmented Functional Random Forests: Classifier Construction and Unbiased Functional Principal Components Importance through Ad-Hoc Conditional Permutations.
CoRR, 2024
Demystifying Functional Random Forests: Novel Explainability Tools for Model Transparency in High-Dimensional Spaces.
CoRR, 2024
2023
Supervised classification of curves via a combined use of functional data analysis and tree-based methods.
Comput. Stat., March, 2023
2022
Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries.
Big Data Res., 2022
2021
Summarized distributions of mass: a statistical approach to consumers' consumption spaces.
J. Intell. Fuzzy Syst., 2021
2020
A fuzzy functional k-means approach for monitoring Italian regions according to health evolution over time.
Soft Comput., 2020
2019
Measuring and monitoring diversity in organizations through functional instruments with an application to ethnic workforce diversity of the U.S. Federal Agencies.
Comput. Math. Organ. Theory, 2019
2018
Clustering functional data streams: Unsupervised classification of soccer top players based on Google trends.
Qual. Reliab. Eng. Int., 2018