Gianluca Bontempi
Université Libre de Bruxelles
H-index: 66
Europe-Belgium
Top articles of Gianluca Bontempi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment | Machine Learning | Théo Verhelst Denis Mercier Jeevan Shrestha Gianluca Bontempi | 2024/3 |
Finding Relevant Information in Big Datasets with ML | Uchechukwu F Njoku Alberto Abelló Besim Bilalli Gianluca Bontempi | 2024 | |
The role of diversity and ensemble learning in credit card fraud detection | Advances in Data Analysis and Classification | Gian Marco Paldino Bertrand Lebichot Yann-Aël Le Borgne Wissam Siblini Frédéric Oblé | 2022/9/28 |
Assessment of catastrophic forgetting in continual credit card fraud detection | Expert Systems with Applications | B Lebichot W Siblini GM Paldino Y-A Le Borgne F Oblé | 2024/2/13 |
Instance-based meta-learning for conditionally dependent univariate multi-step forecasting | International Journal of Forecasting | Vitor Cerqueira Luis Torgo Gianluca Bontempi | 2024/1/25 |
Transfer learning-based methodologies for Dynamic Thermal Rating of transmission lines | Electric Power Systems Research | Gian Marco Paldino Fabrizio De Caro Jacopo De Stefani Alfredo Vaccaro Gianluca Bontempi | 2024/4/1 |
Machine learning for hand pose classification from phasic and tonic EMG signals during bimanual activities in virtual reality | Frontiers in Neuroscience | Cédric Simar Martin Colot Ana-Maria Cebolla Mathieu Petieau Guy Cheron | 2024 |
Probing the randomness of the local current distributions of 316 L stainless steel corrosion in NaCl solution | Corrosion Science | Leonardo Bertolucci Coelho Daniel Torres Miguel Bernal Gian Marco Paldino Gianluca Bontempi | 2023/6/1 |
Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis | npj Materials Degradation | Leonardo Bertolucci Coelho Daniel Torres Vincent Vangrunderbeek Miguel Bernal Gian Marco Paldino | 2023/10/21 |
EMG subspace alignment and visualization for cross-subject hand gesture classification | arXiv preprint arXiv:2401.05386 | Martin Colot Cédric Simar Mathieu Petieau Ana Maria Cebolla Alvarez Guy Cheron | 2023/12/18 |
Estimating pitting descriptors of 316L stainless steel by machine learning and statistical analysis | Daniel Torres Miguel Bernal Gian Paldino Gianluca Bontempi Jon Ustarroz | 2023/5/25 | |
Between accurate prediction and poor decision making: the AI/ML gap | arXiv preprint arXiv:2310.02029 | Gianluca Bontempi | 2023/10/3 |
A churn prediction dataset from the telecom sector: a new benchmark for uplift modeling | arXiv preprint arXiv:2312.07206 | Théo Verhelst Denis Mercier Jeevan Shrestha Gianluca Bontempi | 2023/12/12 |
Traffic Modeling with SUMO: a Tutorial | Davide Andrea Guastella Gianluca Bontempi | 2023/3/1 | |
Uplift vs. predictive modeling: a theoretical analysis | arXiv preprint arXiv:2309.12036 | Théo Verhelst Robin Petit Wouter Verbeke Gianluca Bontempi | 2023/9/21 |
A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection | arXiv preprint arXiv:2311.18746 | Uchechukwu F Njoku Alberto Abelló Besim Bilalli Gianluca Bontempi | 2023/11/30 |
Wrapper methods for multi-objective feature selection | Uchechukwu Fortune Njoku Alberto Abelló Gamazo Besim Bilalli Gianluca Bontempi | 2023 | |
Extraction and analysis of flow features in planar synthetic jets using different machine learning techniques | Physics of Fluids | Eva Muñoz Himanshu Dave Giuseppe D'Alessio Gianluca Bontempi Alessandro Parente | 2023/9/1 |
An Adversary Model of Fraudsters’ Behavior to Improve Oversampling in Credit Card Fraud Detection | IEEE access | Daniele Lunghi Gian Marco Paldino Olivier Caelen Gianluca Bontempi | 2023/11/28 |
Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives | Daniele Lunghi Alkis Simitsis Olivier Caelen Gianluca Bontempi | 2023/6/18 |
Co-Authors
