Fabrizio Maturo

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
ARCADIA: Scalable Causal Discovery for Corporate Bankruptcy Analysis Using Agentic AI.
CoRR
Fabrizio Maturo, Donato Riccio, Andrea Mazzitelli, Giuseppe Maria Bifulco, Francesco Paolone, Iulia Brezeanu
2025 J jnl
Enhancing Visual Interpretability and Explainability in Functional Survival Trees and Forests.
CoRR
Giuseppe Loffredo, Elvira Romano, Fabrizio Maturo
2025 J jnl
Explainable gradient boosting for corporate crisis forecasting in Italian businesses.
Ann. Oper. Res.
Fabrizio Maturo, Donato Riccio, Andrea Mazzitelli, Giuseppe Maria Bifulco, Francesco Paolone
2025 J jnl
Fuzzy centrality measures in social network analysis: Theory and application in a university department collaboration network.
Int. J. Approx. Reason.
Annamaria Porreca, Fabrizio Maturo, Viviana Ventre
2025 J jnl
The risks of artificial intelligence in research: ethical and methodological challenges in the peer review process.
AI Ethics
Fabrizio Maturo, Annamaria Porreca, Aurora Porreca
2024 J jnl
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors.
J. Classif.
Mohammed Sabri, Rosanna Verde, Antonio Balzanella, Fabrizio Maturo, Hamid Tairi, Ali Yahyaouy, Jamal Riffi
2024 J jnl
Augmented Functional Random Forests: Classifier Construction and Unbiased Functional Principal Components Importance through Ad-Hoc Conditional Permutations.
CoRR
Fabrizio Maturo, Annamaria Porreca
2024 J jnl
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers.
Comput. Stat.
Fabrizio Maturo, Rosanna Verde
2024 J jnl
Demystifying Functional Random Forests: Novel Explainability Tools for Model Transparency in High-Dimensional Spaces.
CoRR
Fabrizio Maturo, Annamaria Porreca
2024 J jnl
Enriched Functional Tree-Based Classifiers: A Novel Approach Leveraging Derivatives and Geometric Features.
CoRR
Fabrizio Maturo, Annamaria Porreca
2024 J jnl
Outliers detection in assessment tests' quality evaluation through the blended use of functional data analysis and item response theory.
Ann. Oper. Res.
Fabrizio Maturo, Francesca Fortuna, Tonio Di Battista
2024 J jnl
Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series.
CoRR
Donato Riccio, Fabrizio Maturo, Elvira Romano
2024 J jnl
Supervised Learning via Ensembles of Diverse Functional Representations: the Functional Voting Classifier.
CoRR
Donato Riccio, Fabrizio Maturo, Elvira Romano
2024 J jnl
Supervised learning via ensembles of diverse functional representations: the functional voting classifier.
Stat. Comput.
Donato Riccio, Fabrizio Maturo, Elvira Romano
2023 J jnl
Supervised classification of curves via a combined use of functional data analysis and tree-based methods.
Comput. Stat.
Fabrizio Maturo, Rosanna Verde
2022 J jnl
Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries.
Big Data Res.
Fabrizio Maturo, Annamaria Porreca
2021 J jnl
Summarized distributions of mass: a statistical approach to consumers' consumption spaces.
J. Intell. Fuzzy Syst.
Pierpaolo Angelini, Fabrizio Maturo
2020 J jnl
A fuzzy functional k-means approach for monitoring Italian regions according to health evolution over time.
Soft Comput.
Fabrizio Maturo, John Ferguson, Tonio Di Battista, Viviana Ventre
2019 J jnl
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
Fabrizio Maturo, Stefania Migliori, Francesco Paolone
2018 J jnl
Clustering functional data streams: Unsupervised classification of soccer top players based on Google trends.
Qual. Reliab. Eng. Int.
Francesca Fortuna, Fabrizio Maturo, Tonio Di Battista