| 2026 | ESANN | Learning Counterfactual Densities via Marginal Contrastive Discrimination. | Katia Meziani, Aminata Ndiaye, Madalina Olteanu |
| 2022 | ESANN | Challenges in anomaly and change point detection. | Madalina Olteanu, Fabrice Rossi, Florian Yger |
| 2021 | ESANN | Handling Correlations in Random Forests: which Impacts on Variable Importance and Model Interpretability? | Marie Chavent, Jrme Lacaille, Alex Mourer, Madalina Olteanu |
| 2020 | ESANN | Sparse K-means for mixed data via group-sparse clustering. | Marie Chavent, Jrme Lacaille, Alex Mourer, Madalina Olteanu |
| 2019 | ESANN | Analyzing spatial dissimilarities in high-resolution geo-data : a case study of four European cities. | Julien Randon-Furling, William Clark, Madalina Olteanu |
| 2019 | IWANN | Anomaly Detection for Bivariate Signals. | Marie Cottrell, Cynthia Faure, Jrme Lacaille, Madalina Olteanu |
| 2017 | ESANN | Accelerating stochastic kernel SOM. | Jrme Mariette, Fabrice Rossi, Madalina Olteanu, Nathalie Villa-Vialaneix |
| 2017 | IWANN | Hidden-Markov Models for Time Series of Continuous Proportions with Excess Zeros. | Julien Alerini, Marie Cottrell, Madalina Olteanu |
| 2016 | ESANN | Comparison of three algorithms for parametric change-point detection. | Cynthia Faure, Jean-Marc Bardet, Madalina Olteanu, Jrme Lacaille |
| 2015 | IWANN | Search for Meaning Through the Study of Co-occurrences in Texts. | Nicolas Bourgeois, Marie Cottrell, Stphane Lamass, Madalina Olteanu |
| 2013 | ESANN | Multiple Kernel Self-Organizing Maps. | Madalina Olteanu, Nathalie Villa-Vialaneix, Christine Cierco-Ayrolles |
| 2013 | IWANN | Which Dissimilarity Is to Be Used When Extracting Typologies in Sequence Analysis? A Comparative Study. | Sbastien Massoni, Madalina Olteanu, Nathalie Villa-Vialaneix |
| 2012 | ESANN | Hidden Markov models for time series of counts with excess zeros. | Madalina Olteanu, James Ridgway |
| 2010 | ESANN | Asymptotic properties of mixture-of-experts models. | Madalina Olteanu, Joseph Rynkiewicz |
| 2009 | ESANN | Supervised classification of categorical data with uncertain labels for DNA barcoding. | Charles Bouveyron, Stphane Girard, Madalina Olteanu |
| 2009 | IWANN | Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM). | Madalina Olteanu, Esther Garca-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs |
| 2007 | ESANN | Estimating the Number of Components in a Mixture of Multilayer Perceptrons. | Madalina Olteanu, Joseph Rynkiewicz |
| 2007 | IWANN | Mixing Kohonen Algorithm, Markov Switching Model and Detection of Multiple Change-Points: An Application to Monetary History. | Marie-Thrse Boyer-Xambeu, Ghislain Deleplace, Patrice Gaubert, Lucien Gillard, Madalina Olteanu |
| 2004 | ESANN | Non-linear Analysis of Shocks when Financial Markets are Subject to Changes in Regime. | Bertrand Maillet, Madalina Olteanu, Joseph Rynkiewicz |