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--- |
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license: mit |
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--- |
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# Irregular Time Series Datasets |
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This repository contains processed files of irregular time series datasets. |
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Original files come from: |
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- [Raindrop](https://openreview.net/forum?id=Kwm8I7dU-l5) |
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``` |
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@inproceedings{zhang2021graph, |
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Title = {Graph-Guided Network For Irregularly Sampled Multivariate Time Series}, |
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author = {Zhang, Xiang and Zeman, Marko and Tsiligkaridis, Theodoros and Zitnik, Marinka}, |
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booktitle = {International Conference on Learning Representations, ICLR}, |
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year = {2022} |
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} |
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``` |
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which provides processed datasets: |
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- P19 (PhysioNet Sepsis Early Prediction Challenge 2019): https://doi.org/10.6084/m9.figshare.19514338.v1 |
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Files are stored at `P19data`. |
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- P12 (PhysioNet Mortality Prediction Challenge 2012): https://doi.org/10.6084/m9.figshare.19514341.v1 |
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Files are stored at `P12data`. Extracted raw files have been removed. |
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- PAM (PAMAP2 Physical Activity Monitoring): https://doi.org/10.6084/m9.figshare.19514347.v1 |
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Files are stored at `PAMdata`. |
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