Multiple kernel learning for heterogeneous anomaly detection: algorithm and aviation safety case study, Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, pp.47-56, 2010. ,
Kernel methods for flight data monitoring, 2014. ,
Anomaly detection using autoencoders with nonlinear dimensionality reduction, Proceedings of the MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, p.4, 2014. ,
Anomaly detection with robust deep autoencoders, Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp.665-674, 2017. ,
Statistiques en grande dimension pour la détection d'anomalies dans les données fonctionnelles issues des satellites, 2018. ,
Generating videos with scene dynamics, Advances in Neural Information Processing Systems, vol.29, pp.613-621, 2016. ,
Aircraft atypical approach detection using functional principal component analysis, SESAR Innovations Days, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01944595
Generative adversarial nets, Proceedings of the 27th International Conference on Neural Information Processing Systems, vol.2 ,
, , pp.2672-2680, 2014.
Large scale GAN training for high fidelity natural image synthesis, International Conference on Learning Representations, 2019. ,
Adversarial threshold neural computer for molecular de novo design, Molecular Pharmaceutics, vol.15, issue.10, p.29569445, 2018. ,
Generative adversarial text to image synthesis, Proceedings of The 33rd International Conference on Machine Learning, ser. Proceedings of Machine Learning, vol.48, pp.1060-1069, 2016. ,
Unsupervised anomaly detection with generative adversarial networks to guide marker discovery, CoRR, 2017. ,
Social gan: Socially acceptable trajectories with generative adversarial networks, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. ,
To go or not to go? a near unsupervised learning approach for robot navigation, CoRR, 2017. ,
Multi-Vehicle Trajectories Generation for Vehicle-to-Vehicle Encounters, 2019 IEEE International Conference on Robotics and Automation (ICRA), 2019. ,
NIPS 2016 tutorial: Generative adversarial networks, CoRR, 2017. ,
Advanced aircraft performance modeling for atm: Analysis of bada model capabilities, 29th Digital Avionics Systems Conference, p.1, 2010. ,
Bada: An advanced aircraft performance model for present and future atm systems, International journal of adaptive control and signal processing, vol.24, issue.10, pp.850-866, 2010. ,
Adam: A Method for Stochastic Optimization, 2014. ,
Probability, random processes, and estimation theory for engineers, 1986. ,
Functional decomposition for bundled simplification of trail sets, IEEE Transactions on Visualization and Computer Graphics, vol.24, issue.1, pp.500-510, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01587221
Wasserstein gan, ArXiv, 2017. ,