Alessandro Padella

According to our database, Alessandro Padella authored at least 13 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Exploring LLM Features in Predictive Process Monitoring for Small-Scale Event-Logs.

Alessandro Padella, Massimiliano de Leoni, Marlon Dumas

CoRR, January, 2026

Balancing KPIs Through Multi-objective Prescriptive Process Analytics.

Ngoc-Diem Le, Andrei Buliga, Massimiliano Ronzani, Alessandro Padella, Massimiliano de Leoni

Proceedings of the Advanced Information Systems Engineering, 2026

2025

An Experimental Comparison of Alternative Techniques for Event-Log Augmentation.

Alessandro Padella, Francesco Vinci, Massimiliano de Leoni

CoRR, November, 2025

Leveraging Data Augmentation and Siamese Learning for Predictive Process Monitoring.

Sjoerd van Straten, Alessandro Padella, Marwan Hassani

Proceedings of the Cooperative Information Systems - 31st International Conference, 2025

Enhancing Predictive Process Monitoring on Small-Scale Event Logs Using LLMs.

Alessandro Padella, Paolo Frazzetto, Nicolò Navarin, Massimiliano de Leoni

Proceedings of the Business Process Management Forum - BPM 2025 Forum, Seville, Spain, August 31, 2025

Process and Resource-Aware Responsible Recommender Systems (Extended Abstract).

Alessandro Padella

Proceedings of the Joint Proceedings of the Best Dissertation Award, 2025

Leveraging Counterfactuals for Prescriptive Process Analytics.

Ngoc-Diem Le, Alessandro Padella, Francesco Vinci, Massimiliano de Leoni

Proceedings of the Business Process Management: Responsible BPM Forum, Process Technology Forum, Educators Forum - BPM 2025 RBPM, PT, and Educators Forum, Seville, Spain, August 31, 2025

2024

Achieving Fairness in Predictive Process Analytics via Adversarial Learning (Extended Version).

Massimiliano de Leoni, Alessandro Padella

CoRR, 2024

Achieving Fairness in Predictive Process Analytics via Adversarial Learning.

Massimiliano de Leoni, Alessandro Padella

Proceedings of the Cooperative Information Systems - 30th International Conference, 2024

Experience-Based Resource Allocation for Remaining Time Optimization.

Alessandro Padella, Felix Mannhardt, Francesco Vinci, Massimiliano de Leoni, Irene Vanderfeesten

Proceedings of the Business Process Management - 22nd International Conference, 2024

2023

Resource Allocation in Recommender Systems for Global KPI Improvement.

Alessandro Padella, Massimiliano de Leoni

Proceedings of the Business Process Management Forum, 2023

2022

Explainable Process Prescriptive Analytics.

Alessandro Padella, Massimiliano de Leoni, Onur Dogan, Riccardo Galanti

Proceedings of the 4th International Conference on Process Mining, 2022

Explainable and Responsible Process Prescriptive Analytics (Extended Abstract).

Alessandro Padella

Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022