| 2023 | AAAI | Computing Divergences between Discrete Decomposable Models. | Loong Kuan Lee, Nico Piatkowski, Franois Petitjean, Geoffrey I. Webb |
| 2020 | DSAA | No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series. | Raphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, Franois Petitjean, Katharina Morik |
| 2020 | IJCNN | Seasonal Averaged One-Dependence Estimators: A Novel Algorithm to Address Seasonal Concept Drift in High-Dimensional Stream Classification. | Rakshitha Godahewa, Trevor Yann, Christoph Bergmeir, Franois Petitjean |
| 2020 | IGARSS | Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series. | Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, Franois Petitjean |
| 2020 | PAKDD | Hierarchical Gradient Smoothing for Probability Estimation Trees. | He Zhang, Franois Petitjean, Wray L. Buntine |
| 2019 | AIME | Automatic Alignment of Surgical Videos Using Kinematic Data. | Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Franois Petitjean, Lhassane Idoumghar, Pierre-Alain Muller |
| 2019 | IGARSS | Deep Learning for the Classification of Sentinel-2 Image Time Series. | Charlotte Pelletier, Geoffrey I. Webb, Franois Petitjean |
| 2019 | SDM | Elastic bands across the path: A new framework and method to lower bound DTW. | Chang Wei Tan, Franois Petitjean, Geoffrey I. Webb |
| 2018 | SDM | Efficient search of the best warping window for Dynamic Time Warping. | Chang Wei Tan, Matthieu Herrmann, Germain Forestier, Geoffrey I. Webb, Franois Petitjean |
| 2018 | SDM | Efficient and Effective Accelerated Hierarchical Higher-Order Logistic Regression for Large Data Quantities. | Nayyar Abbas Zaidi, Franois Petitjean, Geoffrey I. Webb |
| 2017 | AIME | Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis. | Germain Forestier, Franois Petitjean, Pavel Senin, Fabien Despinoy, Pierre Jannin |
| 2017 | ICDM | Generating Synthetic Time Series to Augment Sparse Datasets. | Germain Forestier, Franois Petitjean, Hoang Anh Dau, Geoffrey I. Webb, Eamonn J. Keogh |
| 2017 | SDM | Indexing and classifying gigabytes of time series under time warping. | Chang Wei Tan, Geoffrey I. Webb, Franois Petitjean |
| 2016 | KDD | Scalable Learning of Graphical Models. | Franois Petitjean, Geoffrey I. Webb |
| 2016 | KDD | A Multiple Test Correction for Streams and Cascades of Statistical Hypothesis Tests. | Geoffrey I. Webb, Franois Petitjean |
| 2016 | PAKDD | Preconditioning an Artificial Neural Network Using Naive Bayes. | Nayyar Abbas Zaidi, Franois Petitjean, Geoffrey I. Webb |
| 2015 | AIME | Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks. | Germain Forestier, Franois Petitjean, Laurent Riffaud, Pierre Jannin |
| 2015 | SDM | Scaling log-linear analysis to datasets with thousands of variables. | Franois Petitjean, Geoffrey I. Webb |
| 2014 | ICDM | A Statistically Efficient and Scalable Method for Log-Linear Analysis of High-Dimensional Data. | Franois Petitjean, Lloyd Allison, Geoffrey I. Webb |
| 2014 | ICDM | Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification. | Franois Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn J. Keogh |
| 2013 | ICDM | Scaling Log-Linear Analysis to High-Dimensional Data. | Franois Petitjean, Geoffrey I. Webb, Ann E. Nicholson |
| 2013 | IGARSS | Detecting land-cover modifications from multi-resolution satellite image time series. | Franois Petitjean, Jordi Inglada, Pierre Ganarski |
| 2012 | IGARSS | Introducing prior knowledge in temporal distances for Satellite Image Time Series analysis. | Franois Petitjean, Jordi Inglada, Pierre Ganarski |
| 2012 | IGARSS | Monitoring urban sprawl from Satellite Image Time Series. | Franois Petitjean, Anne Puissant, Pierre Ganarski |
| 2012 | IGARSS | Towards efficient satellite image time series analysis: Combination of dynamic time warping and quasi-flat zones. | Jonathan Weber, Franois Petitjean, Pierre Ganarski |
| 2011 | IGARSS | Temporal domain adaptation under time warping. | Franois Petitjean, Jordi Inglada, Pierre Ganarski |
| 2011 | IGARSS | A context-based approach for the classification of Satellite Image Time Series. | Camille Kurtz, Franois Petitjean, Pierre Ganarski |
| 2010 | IDEAL | Analysing Satellite Image Time Series by Means of Pattern Mining. | Franois Petitjean, Pierre Ganarski, Florent Masseglia, Germain Forestier |