| 2026 | ESANN | Identifying counterfactual probabilities using bivariate distributions and uplift modeling. | Tho Verhelst, Gianluca Bontempi |
| 2026 | SIMULTECH | Epicenter Retrieval from Synthetic Sparse Acoustic Seismograms: A Machine Learning Benchmark on the Marmousi Field. | Pascal Tribel, Gianluca Bontempi |
| 2025 | PERCOM | 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 |
| 2025 | SIMULTECH | A Simulation Tool to Assess the Impact of Deviation Plans on Disruptive Events of Urban Traffic. | Davide Andrea Guastella, Moiss Silva-Muoz, Eladio Montero-Porras, Gianluca Bontempi |
| 2024 | ACCV | Physically Interpretable Probabilistic Domain Characterization. | Anas Halin, Sbastien Pirard, Renaud Vandeghen, Benot Grin, Maxime Zanella, Martin Colot, Jan Held, Anthony Cioppa, Emmanuel Jean, Gianluca Bontempi, Sad Mahmoudi, Benot Macq, Marc Van Droogenbroeck |
| 2024 | DOLAP | A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection. | Uchechukwu F. Njoku, Alberto Abell, Besim Bilalli, Gianluca Bontempi |
| 2024 | EDBT | Finding Relevant Information in Big Datasets with ML. | Uchechukwu F. Njoku, Alberto Abell, Besim Bilalli, Gianluca Bontempi |
| 2024 | ICWS | Assessing adversarial attacks in real-world fraud detection. | Daniele Lunghi, Alkis Simitsis, Gianluca Bontempi |
| 2023 | EDBT | Wrapper Methods for Multi-Objective Feature Selection. | Uchechukwu Njoku, Besim Bilalli, Alberto Abell, Gianluca Bontempi |
| 2022 | DOLAP | Impact of Filter Feature Selection on Classification: An Empirical Study. | Uchechukwu Njoku, Alberto Abell, Besim Bilalli, Gianluca Bontempi |
| 2021 | DIS | Predicting Reach to Find Persuadable Customers: Improving Uplift Models for Churn Prevention. | Tho Verhelst, Jeevan Shrestha, Denis Mercier, Jean-Christophe Dewitte, Gianluca Bontempi |
| 2021 | EDBT | A tutorial on network-wide multi-horizon traffic forecasting with deep learning. | Giovanni Buroni, Gianluca Bontempi, Karl Determe |
| 2020 | DSAA | On-Board Unit Big Data: Short-term Traffic Forecasting in Urban Transportation Networks. | Giovanni Buroni, Yann-Al Le Borgne, Gianluca Bontempi, Daniele Raimondi, Karl Determe |
| 2020 | DSAA | Incremental learning strategies for credit cards fraud detection: Extended abstract. | Bertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frdric Obl |
| 2020 | EDBT | MOBI-AID: A Big Data Platform for Real-Time Analysis of On Board Unit Data. | Arnau Dillen, Giovanni Buroni, Yann-Al Le Borgne, Karl Determe, Gianluca Bontempi |
| 2020 | IJCNN | Learning causal dependencies in large-variate time series. | Gianluca Bontempi |
| 2020 | IJCNN | EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband. | Cdric Simar, Mathieu Petieau, Anita Cebolla, Axelle Leroy, Gianluca Bontempi, Guy Cheron |
| 2017 | DSAA | A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting. | Gianluca Bontempi, Yann-Al Le Borgne, Jacopo De Stefani |
| 2017 | DSAA | An Assessment of Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection. | Fabrizio Carcillo, Yann-Al Le Borgne, Olivier Caelen, Gianluca Bontempi |
| 2016 | BigData | Predictive Modeling in a Big Data Distributed Setting: A Scalable Bias Correction Approach. | Gianluca Bontempi, Yann-Al Le Borgne |
| 2015 | IJCNN | Credit card fraud detection and concept-drift adaptation with delayed supervised information. | Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi |
| 2014 | IJCNN | A Monte Carlo strategy for structured multiple-step-ahead time series prediction. | Gianluca Bontempi |
| 2014 | ICPRAM | Human Activity Recognition Framework in Monitored Environments. | Olmo Len, Manuel P. Cullar, Miguel Delgado, Yann-Al Le Borgne, Gianluca Bontempi |
| 2014 | IJCNN | Using HDDT to avoid instances propagation in unbalanced and evolving data streams. | Andrea Dal Pozzolo, Reid A. Johnson, Olivier Caelen, Serge Waterschoot, Nitesh V. Chawla, Gianluca Bontempi |
| 2013 | BIBE | Stability of feature selection algorithms for classification in high-throughput genomics datasets. | Panagiotis Moulos, Ioannis Kanaris, Gianluca Bontempi |
| 2013 | CARDIS | A Machine Learning Approach Against a Masked AES. | Liran Lerman, Stephane Fernandes Medeiros, Gianluca Bontempi, Olivier Markowitch |
| 2013 | ICPRAM | A Statistic Criterion for Reducing Indeterminacy in Linear Causal Modeling. | Gianluca Bontempi |
| 2013 | IDEAL | Racing for Unbalanced Methods Selection. | Andrea Dal Pozzolo, Olivier Caelen, Serge Waterschoot, Gianluca Bontempi |
| 2011 | ICDM | Recursive Multi-step Time Series Forecasting by Perturbing Data. | Souhaib Ben Taieb, Gianluca Bontempi |
| 2010 | ICML | Causal filter selection in microarray data. | Gianluca Bontempi, Patrick E. Meyer |
| 2009 | IJCNN | Long-term prediction of time series by combining direct and MIMO strategies. | Souhaib Ben Taieb, Gianluca Bontempi, Antti Sorjamaa, Amaury Lendasse |
| 2009 | SAC | An improved shrinkage estimator to infer regulatory networks with Gaussian graphical models. | Kevin Kontos, Gianluca Bontempi |
| 2008 | ICANN | A Model-Based Relevance Estimation Approach for Feature Selection in Microarray Datasets. | Gianluca Bontempi, Patrick E. Meyer |
| 2007 | AIME | Machine Learning Techniques for Decision Support in Anesthesia. | Olivier Caelen, Gianluca Bontempi, Luc Barvais |
| 2006 | AINA | Simulation Architecture for Data Processing Algorithms in Wireless Sensor Networks. | Yann-Al Le Borgne, Mehdi Moussad, Gianluca Bontempi |
| 2006 | CBMS | Machine Learning Techniques to Enable Closed-Loop Control in Anesthesia. | Olivier Caelen, Gianluca Bontempi, Eddy Coussaert, Luc Barvais, Franois Clment |
| 2006 | NLDB | Category-Based Audience Metrics for Web Site Content Improvement Using Ontologies and Page Classification. | Jean-Pierre Norguet, Benjamin Tshibasu-Kabeya, Gianluca Bontempi, Esteban Zimnyi |
| 2005 | ESANN | Structural feature selection for wrapper methods. | Gianluca Bontempi |
| 2002 | DATE | A Data Analysis Method for Software Performance Prediction. | Gianluca Bontempi, Wido Kruijtzer |
| 2000 | ESANN | A multi-steap ahead prediction method based on local dynamic properties. | Gianluca Bontempi, Mauro Birattari |
| 1999 | ICML | Local Learning for Iterated Time-Series Prediction. | Gianluca Bontempi, Mauro Birattari, Hugues Bersini |
| 1998 | ESANN | Lazy learning for control design. | Gianluca Bontempi, Mauro Birattari, Hugues Bersini |