% alchemy_references.bib
% Example references for the Journal of Alchemy template. Give a DOI for every reference that has one.

@article{hippert2001,
  author  = {Hippert, Henrique Steinherz and Pedreira, Carlos Eduardo and Souza, Reinaldo Castro},
  title   = {Neural networks for short-term load forecasting: A review and evaluation},
  journal = {IEEE Trans. Power Syst.},
  volume  = {16},
  number  = {1},
  pages   = {44--55},
  year    = {2001},
  doi     = {10.1109/59.910780}
}

@article{hong2016,
  author  = {Hong, Tao and Fan, Shu},
  title   = {Probabilistic electric load forecasting: A tutorial review},
  journal = {Int. J. Forecast.},
  volume  = {32},
  number  = {3},
  pages   = {914--938},
  year    = {2016},
  doi     = {10.1016/j.ijforecast.2015.11.011}
}

@book{box2015,
  author    = {Box, George E. P. and Jenkins, Gwilym M. and Reinsel, Gregory C. and Ljung, Greta M.},
  title     = {Time Series Analysis: Forecasting and Control},
  edition   = {5th},
  publisher = {Wiley},
  address   = {Hoboken, NJ, USA},
  year      = {2015}
}

@article{lecun2015,
  author  = {LeCun, Yann and Bengio, Yoshua and Hinton, Geoffrey},
  title   = {Deep learning},
  journal = {Nature},
  volume  = {521},
  number  = {7553},
  pages   = {436--444},
  year    = {2015},
  doi     = {10.1038/nature14539}
}

@article{hochreiter1997,
  author  = {Hochreiter, Sepp and Schmidhuber, J{\"u}rgen},
  title   = {Long short-term memory},
  journal = {Neural Comput.},
  volume  = {9},
  number  = {8},
  pages   = {1735--1780},
  year    = {1997},
  doi     = {10.1162/neco.1997.9.8.1735}
}

@inproceedings{vaswani2017,
  author    = {Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N. and Kaiser, {\L}ukasz and Polosukhin, Illia},
  title     = {Attention is all you need},
  booktitle = {Advances in Neural Information Processing Systems},
  volume    = {30},
  pages     = {5998--6008},
  year      = {2017}
}

@inproceedings{zhou2021,
  author    = {Zhou, Haoyi and Zhang, Shanghang and Peng, Jieqi and Zhang, Shuai and Li, Jianxin and Xiong, Hui and Zhang, Wancai},
  title     = {Informer: Beyond efficient transformer for long sequence time-series forecasting},
  booktitle = {Proc. AAAI Conf. Artif. Intell.},
  volume    = {35},
  number    = {12},
  pages     = {11106--11115},
  year      = {2021},
  doi       = {10.1609/aaai.v35i12.17325}
}

@article{wilkinson2016,
  author  = {Wilkinson, Mark D. and others},
  title   = {The {FAIR} Guiding Principles for scientific data management and stewardship},
  journal = {Sci. Data},
  volume  = {3},
  pages   = {160018},
  year    = {2016},
  doi     = {10.1038/sdata.2016.18}
}