@inproceedings{nguyen:hal-01808176, TITLE = {{A Multi-task Deep Learning Architecture for Maritime Surveillance using AIS Data Streams}}, AUTHOR = {Nguyen, Duong and Vadaine, Rodolphe and Hajduch, Guillaume and Garello, Ren{\'e} and Fablet, Ronan}, URL = {https://imt-atlantique.hal.science/hal-01808176}, BOOKTITLE = {{2018 IEEE International Conference on Data Science and Advanced Analytics (DSAA)}}, ADDRESS = {Turin, Italy}, SERIES = {2018 IEEE 5th International Conference on Data Science and Advanced Analytics}, YEAR = {2018}, MONTH = Oct, DOI = {10.1109/DSAA.2018.00044}, KEYWORDS = {maritime surveillance ; deep learning ; variational recurrent neural networks ; anomaly detection ; AIS ; vessel type identification ; transfer learning ; trajectory reconstruction}, PDF = {https://imt-atlantique.hal.science/hal-01808176v4/file/A%20Multi-task%20Deep%20Learning%20Architecture%20for%20Maritime%20Surveillance%20using%20AIS%20Data%20Streams.pdf}, HAL_ID = {hal-01808176}, HAL_VERSION = {v4}, }