MATURO, Fabrizio
MATURO, Fabrizio
Advancing Survival Prediction with Functional Random Survival Forests for Time-to-Event Data
2025 Loffredo, Giuseppe; Romano, Elvira; Maturo, Fabrizio
Characterizing the Jellinek curve using a discounting model with time deformations
2025 Cruz Rambaud, Salvador; Ventre, Viviana; Martino, Roberta; Maturo, Fabrizio; Porreca, Anna Maria
Functional Clustering for Survival Curves
2025 De Lucia, Mariarita; Romano, Elvira; Maturo, Fabrizio
Fuzzy centrality measures in social network analysis: Theory and application in a university department collaboration network
2025 Porreca, Annamaria; Maturo, Fabrizio; Ventre, Viviana
Leveraging Functional Diversity in Statistical Ensemble Learning for Robust Functional Data Classification
2025 Riccio, Donato; Maturo, Fabrizio; Romano, Elvira
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors
2024 Sabri, Mohammed; Verde, Rosanna; Balzanella, Antonio; Maturo, Fabrizio; Tairi, Hamid; Yahyaouy, Ali; Riffi, Jamal
An original approach to anomalies in intertemporal choices through functional data analysis: Theory and application for the study of Hikikomori syndrome
2024 Ventre, Viviana; Martino, Roberta; Cruz Rambaud, Salvador; Maturo, Fabrizio; Porreca, Annamaria
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers
2024 Maturo, Fabrizio; Verde, Rosanna
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers
2024 Maturo, Fabrizio; Verde, Rosanna
Exploring intertemporal decision-making dynamics through functional data analysis: investigating variations in different discount function's dimensions
2024 Martino, Roberta; Porreca, A.; Ventre, V.; Maturo, F.
Improving functional classification performance through diversity: the functional voting approach
2024 Maturo, Fabrizio; Riccio, Donato; Romano, Elvira
Random Survival Forest for Censored Functional Data
2024 Loffredo, Giuseppe; Romano, Elvira; Maturo, Fabrizio
Supervised Classification of Functional Data via Ensembles of Different Functional Representations
2024 Maturo, Fabrizio; Riccio, Donato; Romano, Elvira
Supervised Learning via Ensembles of Diverse Functional Representations: the Functional Voting Classifier
2024 Riccio, Donato; Maturo, Fabrizio; Romano, Elvira
A behavioral approach to inconsistencies in intertemporal choices with the Analytic Hierarchy Process methodology
2023 Ventre, Viviana; Cruz Rambaud, Salvador; Martino, Roberta; Maturo, Fabrizio
An analysis of intertemporal inconsistency through the hyperbolic factor
2023 Ventre, Viviana; Cruz Rambaud, Salvador; Martino, Roberta; Maturo, Fabrizio
Generalizing the concept of decreasing impatience
2023 Crsu Rambaud, Salvador; Maturo, Fabrizio; Sanchez-Garcia, Javier
Random survival forest for functional data
2023 Loffredo, Giuseppe; Romano, Elvira; Maturo, Fabrizio
Subjective perception of time and decision inconsistency in interval effect
2023 Ventre, Viviana; Martino, Roberta; Maturo, Fabrizio
Supervised classification of curves via a combined use of functional data analysis and tree-based methods
2023 Maturo, Fabrizio; Verde, Rosanna