Gian Marco Paldino

According to our database, Gian Marco Paldino authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Direct Classification Approach for Reliable Wind Ramp Event Forecasting under Severe Class Imbalance.

Alejandro Morales-Hernández, Fabrizio De Caro, Gian Marco Paldino, Pascal Tribel, Alfredo Vaccaro, Gianluca Bontempi

CoRR, March, 2026

On the integration of domain adaptation and causal discovery in digital twins: A case study for plastic injection molding.

Gian Marco Paldino, Olivier Caelen, Marouene Oueslati, Marc Ansay, Tojo Valisoa A. Johanesa, Gianluca Bontempi

Future Gener. Comput. Syst., 2026

2025

Causal Discovery in Multivariate Time Series through Mutual Information Featurization.

Gian Marco Paldino, Gianluca Bontempi

CoRR, August, 2025

VPP-Sim: A Modular Open-Source Framework for Developing and Deploying ML-Driven Strategies in Virtual Power Plants.

Gian Marco Paldino, Gianluca Bontempi

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Integrating Domain Adaptation and Causal Discovery in Digital Twins for Plastic Injection Molding.

Gian Marco Paldino, Olivier Caelen, Marouene Oueslati, Marc Ansay, Tojo Valisoa A. Johanesa, Gianluca Bontempi

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2025

2024

The role of diversity and ensemble learning in credit card fraud detection.

Gian Marco Paldino, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi

Adv. Data Anal. Classif., March, 2024

Assessment of catastrophic forgetting in continual credit card fraud detection.

Bertrand Lebichot, Wissam Siblini, Gian Marco Paldino, Yann-Aël Le Borgne, Frédéric Oblé, Gianluca Bontempi

Expert Syst. Appl., 2024

2023

An Adversary Model of Fraudsters' Behavior to Improve Oversampling in Credit Card Fraud Detection.

Daniele Lunghi, Gian Marco Paldino, Olivier Caelen, Gianluca Bontempi

IEEE Access, 2023

2021

Incremental learning strategies for credit cards fraud detection.

Bertrand Lebichot, Gian Marco Paldino, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi

Int. J. Data Sci. Anal., 2021

2020

Incremental learning strategies for credit cards fraud detection: Extended abstract.

Bertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020