Research, in writing.

@InProceedings{Ismail-Fawaz2025DeepUnsupervised,
    author = {Ismail Fawaz, Hassan and Del Grosso, Ganesh and Kerdoncuff, Tanguy and Boisbunon, Aur{\'e}lie and Saffar, Illyyne},
    title = {Deep unsupervised domain adaptation for time series classification: a benchmark: HI Fawaz et al.},
    booktitle = {Data Mining and Knowledge Discovery},
    year = {2025},
    url = {https://link.springer.com/article/10.1007/s10618-025-01108-4},
    pdf = {https://arxiv.org/pdf/2312.09857},
    code = {https://github.com/EricssonResearch/UDA-4-TSC},
    acronym = {DMKD}
}

@InProceedings{Ismail-Fawaz2023ShapeDBAGeneratingEffective,
    author = {Ismail-Fawaz, A. and Ismail Fawaz, Hassan and Petitjean, F. and Devanne, M. and Weber, J. and Berretti, S. and Webb, G. and Forestier, G.},
    title = {ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging},
    booktitle = {ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data},
    year = {2023},
    url = {https://arxiv.org/abs/2309.16353},
    pdf = {https://arxiv.org/pdf/2309.16353.pdf},
    code = {https://github.com/MSD-IRIMAS/ShapeDBA},
    acronym = {AALTD}
}

@Article{Pialla2023Timeseriesadversarial,
    author = {Pialla, G. and Ismail Fawaz, Hassan and Devanne, M. and Weber, J. and Idoumghar, L. and Muller, P-A. and Bergmeir, C. and Schmidt, D-F. and Webb, G. and Forestier, G.},
    title = {Time series adversarial attacks: an investigation of smooth perturbations and defense approaches},
    journal = {International Journal of Data Science and Analytics},
    year = {2023},
    url = {https://doi.org/10.1007/s41060-023-00438-0},
    pdf = {https://germain-forestier.info/publis/jdsa2023.pdf},
    code = {https://github.com/Gpialla/SmoothPerturbationsTSAA},
    acronym = {IJDSA}
}

@InProceedings{pialla2022smooth,
    title = {Smooth Perturbations for Time Series Adversarial Attacks},
    author = {Pialla, Gautier and Ismail Fawaz, Hassan and Devanne, Maxime and Weber, Jonathan and Idoumghar, Lhassane and Muller, Pierre-Alain and Bergmeir, Christoph and Schmidt, Daniel and Webb, Geoffrey and Forestier, Germain},
    booktitle = {Pacific-Asia Conference on Knowledge Discovery and Data Mining},
    year = {2022},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-05933-9_38},
    pdf = {https://germain-forestier.info/publis/pakdd2022.pdf},
    code = {https://github.com/Gpialla/SmoothPerturbationsTSAA},
    acronym = {PAKDD}
}

@Article{ismailFawaz2020incpetionTime,
    author = {Ismail Fawaz, Hassan and Lucas, Benjamin and Forestier, Germain and Pelletier, Charlotte and Schmidt, Daniel F. and Weber, Jonathan and Webb, Geoffrey I. and Idoumghar, Lhassane and Muller, Pierre-Alain and Petitjean, François},
    title = {InceptionTime: Finding AlexNet for Time Series Classification},
    journal = {Data Mining and Knowledge Discovery},
    year = {2020},
    volume = {},
    pages = {},
    url = {https://link.springer.com/article/10.1007%2Fs10618-020-00710-y},
    pdf = {https://arxiv.org/pdf/1909.04939.pdf},
    code = {https://github.com/hfawaz/InceptionTime},
    acronym = {DMKD}
}

@InProceedings{mathis2020knowledge,
    title = {Knowledge-driven Biometric Authentication in Virtual Reality},
    author = {Mathis, Florian and Ismail Fawaz, Hassan and Khamis, Mohamed},
    booktitle = {Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems Extended Abstracts},
    year = {2020},
    url = {https://dl.acm.org/doi/abs/10.1145/3334480.3382799},
    pdf = {http://fmathis.com/publications/mathis2020chi2.pdf},
    code = {https://github.com/hfawaz/dl-4-tsc},
    acronym = {CHI}
}

@InProceedings{rakhshani2020neural,
    title = {Neural architecture search for time series classification},
    author = {Rakhshani, Hojjat and Ismail Fawaz, Hassan and Idoumghar, Lhassane and Forestier, Germain and Lepagnot, Julien and Weber, Jonathan and Br{\'e}villiers, Mathieu and Muller, Pierre-Alain},
    booktitle = {IEEE International Joint Conference on Neural Networks},
    year = {2020},
    url = {https://ieeexplore.ieee.org/document/9206721},
    pdf = {https://germain-forestier.info/publis/ijcnn2020.pdf},
    code = {https://github.com/ML-MHs/IJCNN2020},
    acronym = {IJCNN}
}

@Article{ismailfawaz2019accurate,
    author = {Ismail Fawaz, Hassan and Forestier, Germain and Weber, Jonathan and Idoumghar, Lhassane and Muller, Pierre-Alain},
    title = {Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks},
    journal = {International Journal of Computer Assisted Radiology and Surgery},
    year = {2019},
    url = {https://doi.org/10.1007/s11548-019-02039-4},
    code = {https://github.com/hfawaz/ijcars19},
    acronym = {IJCARS},
    pdf = {https://arxiv.org/pdf/1908.07319.pdf},
    volume = {14},
    pages = {1611–1617}
}

@InProceedings{IsmailFawaz2019adversarial,
    title = {Adversarial Attacks on Deep Neural Networks for Time Series Classification},
    author = {Ismail Fawaz, Hassan and Forestier, Germain and Weber, Jonathan and Idoumghar, Lhassane and Muller, Pierre-Alain},
    booktitle = {IEEE International Joint Conference on Neural Networks},
    year = {2019},
    url = {https://ieeexplore.ieee.org/document/8851936},
    pdf = {https://arxiv.org/pdf/1903.07054.pdf},
    code = {https://github.com/hfawaz/ijcnn19attacks},
    acronym = {IJCNN}
}

@InProceedings{IsmailFawaz2019automatic,
    title = {Automatic alignment of surgical videos using kinematic data},
    author = {Ismail Fawaz, Hassan and Forestier, Germain and Weber, Jonathan and Petitjean, François and Idoumghar, Lhassane and Muller, Pierre-Alain},
    booktitle = {Artificial Intelligence in Medicine},
    year = {2019},
    url = {http://aime19.aimedicine.info/},
    pdf = {https://arxiv.org/pdf/1904.07302.pdf},
    code = {https://github.com/hfawaz/aime19},
    acronym = {AIME}
}

@Article{ismailfawaz2018deep,
    author = {Ismail Fawaz, Hassan and Forestier, Germain and Weber, Jonathan and Idoumghar, Lhassane and Muller, Pierre-Alain},
    title = {Deep learning for time series classification: a review},
    journal = {Data Mining and Knowledge Discovery},
    year = {2019},
    volume = {33},
    pages = {917-963},
    url = {https://link.springer.com/article/10.1007%2Fs10618-019-00619-1},
    pdf = {https://arxiv.org/pdf/1809.04356.pdf},
    code = {https://github.com/hfawaz/dl-4-tsc/},
    acronym = {DMKD}
}

@InProceedings{IsmailFawaz2019deep,
    title = {Deep Neural Network Ensembles for Time Series Classification},
    author = {Ismail Fawaz, Hassan and Forestier, Germain and Weber, Jonathan and Idoumghar, Lhassane and Muller, Pierre-Alain},
    booktitle = {IEEE International Joint Conference on Neural Networks},
    year = {2019},
    url = {https://ieeexplore.ieee.org/document/8852316},
    pdf = {https://arxiv.org/pdf/1903.06602.pdf},
    code = {https://github.com/hfawaz/ijcnn19ensemble},
    acronym = {IJCNN}
}

@InWorkshops{ismailFawaz2018data,
    title = {Data augmentation using synthetic data for time series classification with deep residual networks},
    author = {Ismail Fawaz, Hassan and Forestier, Germain and Weber, Jonathan and Idoumghar, Lhassane and Muller, Pierre-Alain},
    booktitle = {International Workshop on Advanced Analytics and Learning on Temporal Data, ECML/PKDD},
    year = {2018},
    url = {https://project.inria.fr/aaldt18/accepted-papers/},
    pdf = {https://arxiv.org/pdf/1808.02455.pdf},
    code = {https://github.com/hfawaz/aaltd18},
    acronym = {AALTD}
}

@InProceedings{IsmailFawaz2018evaluating,
    title = {Evaluating surgical skills from kinematic data using convolutional neural networks},
    author = {Ismail Fawaz, Hassan and Forestier, Germain and Weber, Jonathan and Idoumghar, Lhassane and Muller, Pierre-Alain},
    booktitle = {International Conference On Medical Image Computing and Computer Assisted Intervention},
    year = {2018},
    pages = {214--221},
    url = {https://link.springer.com/chapter/10.1007/978-3-030-00937-3_25},
    pdf = {https://arxiv.org/pdf/1806.02750.pdf},
    code = {https://github.com/hfawaz/miccai18},
    acronym = {MICCAI}
}

@Article{Forestier2018Surgicalmotionanalysis,
    author = {Forestier, Germain and Petitjean, François and Senin, Pavel and Despinoy, Fabien and Huaulmé, Arnaud and Ismail Fawaz, Hassan and Weber, Jonathan and Idoumghar, Lhassane and Muller, Pierre-Alain and Jannin, Pierre},
    title = {Surgical motion analysis using discriminative interpretable patterns},
    journal = {Artificial Intelligence in Medicine},
    year = {2018},
    volume = {81},
    pages = {3-11},
    url = {https://www.sciencedirect.com/science/article/pii/S0933365717306681},
    pdf = {https://germain-forestier.info/publis/aim2018.pdf},
    code = {https://germain-forestier.info/src/aiim2018/},
    acronym = {AIM}
}

@InProceedings{IsmailFawaz2018transfer,
    title = {Transfer learning for time series classification},
    author = {Ismail Fawaz, Hassan and Forestier, Germain and Weber, Jonathan and Idoumghar, Lhassane and Muller, Pierre-Alain},
    booktitle = {IEEE International Conference on Big Data},
    pages = {1367-1376},
    year = {2018},
    url = {https://ieeexplore.ieee.org/document/8621990},
    pdf = {https://arxiv.org/pdf/1811.01533.pdf},
    code = {https://github.com/hfawaz/bigdata18},
    acronym = {BigData}
}