diff --git a/README.md b/README.md index 4c5fca0..a2a49d7 100644 --- a/README.md +++ b/README.md @@ -99,14 +99,15 @@ That's all. Simple and efficient. Enjoy it! 😃 ## ❖ List of Available Datasets -| Name | Main Tasks | -|----------------------------------------------------------------------------------|-----------------------------------------| -| [PhysioNet Challenge 2012](dataset_profiles/physionet_2012) | Classification, Forecasting, Imputation | -| [PhysioNet Challenge 2019](dataset_profiles/physionet_2019) | Classification, Imputation | -| [Beijing Multi-Site Air-Quality](dataset_profiles/beijing_multisite_air_quality) | Forecasting, Imputation | -| [Electricity Load Diagrams](dataset_profiles/electricity_load_diagrams) | Forecasting, Imputation | -| [UCR & UEA Datasets](dataset_profiles/ucr_uea_datasets) (all 163 datasets) | Classification | -| [Vessel AIS](dataset_profiles/vessel_ais) | Classification, Forecasting, Imputation | +| Name | Main Tasks | +|---------------------------------------------------------------------------------------------------|-----------------------------------------| +| [PhysioNet Challenge 2012](dataset_profiles/physionet_2012) | Forecasting, Imputation, Classification | +| [PhysioNet Challenge 2019](dataset_profiles/physionet_2019) | Forecasting, Imputation, Classification | +| [Beijing Multi-Site Air-Quality](dataset_profiles/beijing_multisite_air_quality) | Forecasting, Imputation | +| [Electricity Load Diagrams](dataset_profiles/electricity_load_diagrams) | Forecasting, Imputation | +| [Electricity Transformer Temperature (ETT)](dataset_profiles/electricity_transformer_temperature) | Forecasting, Imputation | +| [Vessel AIS](dataset_profiles/vessel_ais) | Forecasting, Imputation, Classification | +| [UCR & UEA Datasets](dataset_profiles/ucr_uea_datasets) (all 163 datasets) | Classification | ## ❖ Citing TSDB/PyPOTS diff --git a/docs/index.rst b/docs/index.rst index c75478c..6842eee 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -98,16 +98,17 @@ That's all. Simple and efficient. Enjoy it! 😃 ❖ List of Available Datasets ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -=================================================================================================================================================================== ========================================== - Name Main Tasks -=================================================================================================================================================================== ========================================== - `PhysioNet Challenge 2012 `_ :cite:`silva2012physionet` Classification, Forecasting, Imputation - `PhysioNet Challenge 2019 `_ :cite:`reyna2019physionet` Classification, Imputation - `Beijing Multi-Site Air-Quality `_ :cite:`zhang2017airquality` Forecasting, Imputation - `Electricity Load Diagrams `_ :cite:`trindade2015electricity` Forecasting, Imputation - `UCR & UEA Datasets `_ (all 163 datasets) :cite:`bagnall2018uea` :cite:`dau2018ucr` Classification - `Vessel AIS data `_ :cite:`grgicevic2023ais` Imputation, Forecasting, Classification -=================================================================================================================================================================== ========================================== +========================================================================================================================================================================== ========================================== + Name Main Tasks +========================================================================================================================================================================== ========================================== + `PhysioNet Challenge 2012 `_ :cite:`silva2012physionet` Forecasting, Imputation, Classification + `PhysioNet Challenge 2019 `_ :cite:`reyna2019physionet` Forecasting, Imputation, Classification + `Beijing Multi-Site Air-Quality `_ :cite:`zhang2017airquality` Forecasting, Imputation + `Electricity Load Diagrams `_ :cite:`trindade2015electricity` Forecasting, Imputation + `Electricity Transformer Temperature (ETT) `_ :cite:`zhou2021informer` Forecasting, Imputation + `Vessel AIS data `_ :cite:`grgicevic2023ais` Forecasting, Imputation, Classification + `UCR & UEA Datasets `_ (all 163 datasets) :cite:`bagnall2018uea` :cite:`dau2018ucr` Classification +========================================================================================================================================================================== ========================================== ❖ Citing TSDB/PyPOTS ^^^^^^^^^^^^^^^^^^^^^ diff --git a/docs/references.bib b/docs/references.bib index 8b29ace..ffe97df 100644 --- a/docs/references.bib +++ b/docs/references.bib @@ -64,3 +64,14 @@ @misc{grgicevic2023ais 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}, +}