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ORCIDFabrizio Maturo
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2020 – today
- 2024
[j9]Mohammed Sabri, Rosanna Verde, Antonio Balzanella
, Fabrizio Maturo, Hamid Tairi, Ali Yahyaouy, Jamal Riffi:
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors. J. Classif. 41(2): 264-288 (2024)- [j8]Fabrizio Maturo, Rosanna Verde:
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers. Comput. Stat. 39(1): 239-270 (2024) - [j7]Donato Riccio, Fabrizio Maturo, Elvira Romano:
Supervised learning via ensembles of diverse functional representations: the functional voting classifier. Stat. Comput. 34(6): 191 (2024) - [i5]Donato Riccio, Fabrizio Maturo, Elvira Romano:
Supervised Learning via Ensembles of Diverse Functional Representations: the Functional Voting Classifier. CoRR abs/2403.15778 (2024) - [i4]Fabrizio Maturo, Annamaria Porreca:
Demystifying Functional Random Forests: Novel Explainability Tools for Model Transparency in High-Dimensional Spaces. CoRR abs/2408.12288 (2024) - [i3]Fabrizio Maturo, Annamaria Porreca:
Augmented Functional Random Forests: Classifier Construction and Unbiased Functional Principal Components Importance through Ad-Hoc Conditional Permutations. CoRR abs/2408.13179 (2024) - [i2]Donato Riccio, Fabrizio Maturo, Elvira Romano:
Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series. CoRR abs/2409.07879 (2024) - [i1]Fabrizio Maturo, Annamaria Porreca:
Enriched Functional Tree-Based Classifiers: A Novel Approach Leveraging Derivatives and Geometric Features. CoRR abs/2409.17804 (2024) - 2023
- [j6]Fabrizio Maturo, Rosanna Verde:
Supervised classification of curves via a combined use of functional data analysis and tree-based methods. Comput. Stat. 38(1): 419-459 (2023) - 2022
- [j5]Fabrizio Maturo, Annamaria Porreca:
Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries. Big Data Res. 30: 100354 (2022) - 2021
- [j4]Pierpaolo Angelini, Fabrizio Maturo:
Summarized distributions of mass: a statistical approach to consumers' consumption spaces. J. Intell. Fuzzy Syst. 41(2): 3093-3105 (2021) - 2020
- [j3]Fabrizio Maturo, John Ferguson, Tonio Di Battista, Viviana Ventre:
A fuzzy functional k-means approach for monitoring Italian regions according to health evolution over time. Soft Comput. 24(18): 13741-13755 (2020)
2010 – 2019
- 2019
- [j2]Fabrizio Maturo, Stefania Migliori, Francesco Paolone:
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 25(4): 357-388 (2019) - 2018
- [j1]Francesca Fortuna, Fabrizio Maturo, Tonio Di Battista:
Clustering functional data streams: Unsupervised classification of soccer top players based on Google trends. Qual. Reliab. Eng. Int. 34(7): 1448-1460 (2018)
Coauthor Index
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