Add: reference for benchmark
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@@ -552,3 +552,60 @@ series = {CySWATER '17}
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}
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Reference for Benchmark
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@article{stenger2024survey,
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title={Evaluation is key: a survey on evaluation measures for synthetic time series},
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author={Stenger, Michael and Leppich, Robert and Foster, Ian T and Kounev, Samuel and Bauer, Andre},
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journal={Journal of Big Data},
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volume={11},
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number={1},
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pages={66},
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year={2024},
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publisher={Springer}
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}
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@article{lin1991divergence,
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title={Divergence measures based on the Shannon entropy},
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author={Lin, Jianhua},
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journal={IEEE Transactions on Information Theory},
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volume={37},
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number={1},
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pages={145--151},
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year={1991}
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}
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@inproceedings{yoon2019timegan,
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title={Time-series generative adversarial networks},
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author={Yoon, Jinsung and Jarrett, Daniel and van der Schaar, Mihaela},
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booktitle={Advances in Neural Information Processing Systems},
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volume={32},
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year={2019}
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}
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@article{ni2021sigwasserstein,
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title={Sig-Wasserstein GANs for time series generation},
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author={Ni, Hao and Szpruch, Lukasz and Wiese, Magnus and Liao, Shujian and Xiao, Baoren},
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journal={Proceedings of the ACM on Measurement and Analysis of Computing Systems},
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volume={5},
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number={3},
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pages={1--25},
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year={2021}
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}
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@inproceedings{coletta2023constrained,
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title={On the constrained time-series generation problem},
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author={Coletta, Alessandro and Rossi, Roberto and others},
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booktitle={Advances in Neural Information Processing Systems},
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volume={36},
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year={2023}
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}
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@article{yang2001interlock,
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title={Automatic verification of safety interlock systems for industrial processes},
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author={Yang, Sheng-Hong and Hsieh, Min-Chi},
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journal={Journal of Loss Prevention in the Process Industries},
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volume={14},
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number={6},
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pages={473--483},
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year={2001},
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publisher={Elsevier}
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}
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