From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting

Zhen Zeng, Rachneet Kaur, Suchetha Siddagangappa, Tucker Balch, Manuela Veloso. From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting. In 4th ACM International Conference on AI in Finance, ICAIF 2023, Brooklyn, NY, USA, November 27-29, 2023. pages 82-90, ACM, 2023. [doi]

@inproceedings{ZengKSBV23,
  title = {From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting},
  author = {Zhen Zeng and Rachneet Kaur and Suchetha Siddagangappa and Tucker Balch and Manuela Veloso},
  year = {2023},
  doi = {10.1145/3604237.3626905},
  url = {https://doi.org/10.1145/3604237.3626905},
  researchr = {https://researchr.org/publication/ZengKSBV23},
  cites = {0},
  citedby = {0},
  pages = {82-90},
  booktitle = {4th ACM International Conference on AI in Finance, ICAIF 2023, Brooklyn, NY, USA, November 27-29, 2023},
  publisher = {ACM},
}