Clustering functional data streams: Unsupervised classification of soccer top players based on Google trends. - Francesca Fortuna; Fabrizio Maturo; Tonio Di Battista (Qual. Reliab. Eng. Int., 2018)

Measuring and monitoring diversity in organizations through functional instruments with an application to ethnic workforce diversity of the U.S. Federal Agencies. - Fabrizio Maturo; Stefania Migliori; Francesco Paolone (Comput. Math. Organ. Theory, 2019)

A fuzzy functional k-means approach for monitoring Italian regions according to health evolution over time. - Fabrizio Maturo; John Ferguson; Tonio Di Battista; Viviana Ventre (Soft Comput., 2020)

Summarized distributions of mass: a statistical approach to consumers' consumption spaces. - Pierpaolo Angelini; Fabrizio Maturo (J. Intell. Fuzzy Syst., 2021)

Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries. - Fabrizio Maturo; Annamaria Porreca (Big Data Res., 2022)

Supervised classification of curves via a combined use of functional data analysis and tree-based methods. - Fabrizio Maturo; Rosanna Verde (Comput. Stat., 2023)

Demystifying Functional Random Forests: Novel Explainability Tools for Model Transparency in High-Dimensional Spaces. - Fabrizio Maturo; Annamaria Porreca (CoRR, 2024)

Augmented Functional Random Forests: Classifier Construction and Unbiased Functional Principal Components Importance through Ad-Hoc Conditional Permutations. - Fabrizio Maturo; Annamaria Porreca (CoRR, 2024)

Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series. - Donato Riccio; Fabrizio Maturo; Elvira Romano (CoRR, 2024)

Enriched Functional Tree-Based Classifiers: A Novel Approach Leveraging Derivatives and Geometric Features. - Fabrizio Maturo; Annamaria Porreca (CoRR, 2024)

Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers. - Fabrizio Maturo; Rosanna Verde (Comput. Stat., 2024)

A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors. - Mohammed Sabri; Rosanna Verde; Antonio Balzanella; Fabrizio Maturo; Hamid Tairi; Ali Yahyaouy; Jamal Riffi (J. Classif., 2024)

Outliers detection in assessment tests' quality evaluation through the blended use of functional data analysis and item response theory. - Fabrizio Maturo; Francesca Fortuna; Tonio Di Battista (Ann. Oper. Res., 2024)

Supervised learning via ensembles of diverse functional representations: the functional voting classifier. - Donato Riccio; Fabrizio Maturo; Elvira Romano (Stat. Comput., 2024)

Fuzzy centrality measures in social network analysis: Theory and application in a university department collaboration network. - Annamaria Porreca; Fabrizio Maturo; Viviana Ventre (Int. J. Approx. Reason., 2025)

Enhancing Visual Interpretability and Explainability in Functional Survival Trees and Forests. - Giuseppe Loffredo; Elvira Romano; Fabrizio Maturo (CoRR, 2025)