WenjieDu/TSDB

@article{zhang2017airquality,
title={Cautionary tales on air-quality improvement in Beijing},
author={Shuyi Zhang and Bin Guo and Anlan Dong and Jing He and Ziping Xu and Song Xi Chen},
journal={Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences},
year={2017},
volume={473},
url={https://api.semanticscholar.org/CorpusID:37683936}
}

@misc{trindade2015electricity,
author       = {Trindade,Artur},
title        = {{ElectricityLoadDiagrams20112014}},
year         = {2015},
howpublished = {UCI Machine Learning Repository},
note         = {{DOI}: https://doi.org/10.24432/C58C86}
}

@article{silva2012physionet,
title={Predicting in-hospital mortality of icu patients: The physionet/computing in cardiology challenge 2012},
author={Silva, Ikaro and Moody, George and Scott, Daniel J and Celi, Leo A and Mark, Roger G},
journal={Computing in cardiology},
volume={39},
pages={245},
year={2012},
publisher={NIH Public Access}
}

@article{reyna2019physionet,
title={Early prediction of sepsis from clinical data: the PhysioNet/Computing in Cardiology Challenge 2019.},
author={Reyna, MA and Josef, C and Jeter, R and Shashikumar, SP and Westover, MB and  Nemati, S and Clifford, GD and  Sharma, A},
journal={Critical Care Medicine},
volume={48},
number={2},
pages={210--217},
year={2019}
}

@misc{dau2018ucr,
title = {The UCR Time Series Classification Archive},
author = {Dau, Hoang Anh and Keogh, Eamonn and Kamgar, Kaveh and Yeh, Chin-Chia Michael and Zhu, Yan
          and Gharghabi, Shaghayegh and Ratanamahatana, Chotirat Ann and Yanping and Hu, Bing
          and Begum, Nurjahan and Bagnall, Anthony and Mueen, Abdullah and Batista, Gustavo, and Hexagon-ML},
year = {2018},
month = {October},
note = {\url{https://www.cs.ucr.edu/~eamonn/time_series_data_2018/}}
}

@misc{bagnall2018uea,
title={The UEA multivariate time series classification archive, 2018},
author={Anthony Bagnall and Hoang Anh Dau and Jason Lines and Michael Flynn and James Large and Aaron Bostrom and Paul Southam and Eamonn Keogh},
year={2018},
eprint={1811.00075},
archivePrefix={arXiv},
primaryClass={cs.LG}
}

@misc{grgicevic2023ais,
author       = {Luka Grgičević},
title        = {AIS data},
month        = jun,
year         = 2023,
publisher    = {Zenodo},
version      = {1.0.1},
doi          = {10.5281/zenodo.8064564},
url          = {https://doi.org/10.5281/zenodo.8064564}
}

@inproceedings{zhou2021informer,
author    = {Haoyi Zhou and Shanghang Zhang and Jieqi Peng and Shuai Zhang and Jianxin Li and Hui Xiong and Wancai Zhang},
title     = {Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting},
booktitle = {The Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Virtual Conference},
volume    = {35},
number    = {12},
pages     = {11106--11115},
publisher = {{AAAI} Press},
year      = {2021},
}