Talks & Conferences
Invited Talks & Seminars
“Explainable Ensemble Trees (E2Tree)”
University of Naples Federico II, Department of Economics and Statistics
PhD Seminar — October 2024
“E2Tree: Explaining Decision Tree Ensembles”
Leiden University, Institute of Psychology, Methodology, and Statistics (Netherlands)
STAT-TALK Colloquium — February 2024
Conference Presentations
2025
RC33 2025
Naples, Italy — September 2025
Session: Sustainability and High-dimensional Data Analysis
From research to care: measuring the impact of AHSC on patient experience.
CLADAG 2025
Naples, Italy — September 2025
Session: Recursive Partitioning and Related Methods
“Can You Explain That?” E2Tree, SHAP, and LIME for interpretable Random Forests.
CLADAG 2025
Naples, Italy — September 2025
Session: Innovative Approaches in Machine Learning and Clustering
From Prediction to Explanation: Interpreting Risk Factors in Health Survey Analytics.
IES 2025
Brixen, Italy — June 2025
Session: AI and Machine Learning
Research excellence and patient perception.
2024
ASA 2024
Rome, Italy — September 2024
Session: AI and Machine Learning
The evolution of Explainable Artificial Intelligence (XAI).
COMPSTAT 2024
Giessen, Germany — August 2024
Session: High dimensional data analysis
Inside black-box models through explainable decision tree ensembles.
SIS 2024
Bari, Italy — June 2024
Session: Advanced statistical methods
Explainable decision tree ensembles.
DSSR 2024
Naples, Italy — March 2024
Session: Unstructured data
The spread of Random Forest across scientific research fields.
2023
CMStatistics 2023
Berlin, Germany — December 2023
Session: Explainability in machine learning
ICDS 2023
Santiago of Chile — November 2023
Session: Multiblock Methods and Supervised Learning Algorithms
PhD Workshop
Naples, Italy — September 2023
2nd Economics and Finance Workshop for PhD Researchers.
2022
ECDA 2022
Naples, Italy — September 2022
European Conference on Data Analysis.
JADT 2022
Naples, Italy — July 2022
16th International Conference on Statistical Analysis of Textual Data.
IES 2022
Caserta, Italy — January 2022
Innovation & Society 5.0.
2021
ASA 2021
Florence, Italy — September 2021
Statistics and Information for Policy Evaluation.