Research graph
References from Gaussian Adaptive Patching Powered Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1109/tai.2020.3027279
10.1109/tai.2020.3027279 · External reference
10.1016/j.jai.2022.100007
10.1016/j.jai.2022.100007 · External reference
10.1109/tpami.2023.3308189
10.1109/tpami.2023.3308189 · External reference
10.1109/tpami.2022.3198411
10.1109/tpami.2022.3198411 · External reference
MOMENT: A family of open time-series foundation models
External reference
Mantis: Lightweight calibrated foundation model for user-friendly time series classification
2025 · External reference
10.1609/aaai.v34i01.5440
10.1609/aaai.v34i01.5440 · External reference
10.1109/tai.2020.3046160
10.1109/tai.2020.3046160 · External reference
10.1609/aaai.v37i8.26221
10.1609/aaai.v37i8.26221 · External reference
10.24963/ijcai.2020/184
10.24963/ijcai.2020/184 · External reference
10.1109/tnnls.2023.3330487
10.1109/tnnls.2023.3330487 · External reference
10.1609/aaai.v35i5.16523
10.1609/aaai.v35i5.16523 · External reference
10.1109/tpami.2024.3444904
10.1109/tpami.2024.3444904 · External reference
10.1609/aaai.v38i14.29500
10.1609/aaai.v38i14.29500 · External reference
Unsupervised scalable representation learning for multivariate time series
External reference
10.1109/tie.2018.2864702
10.1109/tie.2018.2864702 · External reference
10.1016/j.neucom.2019.05.023
10.1016/j.neucom.2019.05.023 · External reference
10.1109/tai.2023.3241896
10.1109/tai.2023.3241896 · External reference
10.1609/aaai.v34i04.6165
10.1609/aaai.v34i04.6165 · External reference
10.24963/ijcai.2021/324
10.24963/ijcai.2021/324 · External reference
10.1109/sii.2019.8700425
10.1109/sii.2019.8700425 · External reference
10.1016/j.neucom.2019.12.118
10.1016/j.neucom.2019.12.118 · External reference
10.1016/j.eswa.2019.113082
10.1016/j.eswa.2019.113082 · External reference
10.1109/tai.2021.3097311
10.1109/tai.2021.3097311 · External reference
10.48550/arxiv.1706.03762
10.48550/arxiv.1706.03762 · External reference
10.1109/tpami.2023.3293516
10.1109/tpami.2023.3293516 · External reference
10.1145/3447548.3467401
10.1145/3447548.3467401 · External reference
Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting
External reference
10.1609/aaai.v35i12.17325
10.1609/aaai.v35i12.17325 · External reference
10.1109/tpami.2024.3443141
10.1109/tpami.2024.3443141 · External reference
10.1109/tie.2020.3040669
10.1109/tie.2020.3040669 · External reference
10.1145/3394486.3403118
10.1145/3394486.3403118 · External reference
10.1145/3534678.3539396
10.1145/3534678.3539396 · External reference
10.24963/ijcai.2018/505
10.24963/ijcai.2018/505 · External reference
10.1145/3696410.3714514
10.1145/3696410.3714514 · External reference
10.1609/aaai.v40i32.39930
10.1609/aaai.v40i32.39930 · External reference
10.1016/j.sigpro.2023.109062
10.1016/j.sigpro.2023.109062 · External reference
10.1609/aaai.v34i01.5438
10.1609/aaai.v34i01.5438 · External reference
Learning soft sparse shapes for efficient time-series classification
External reference
10.1109/phm.2008.4711414
10.1109/phm.2008.4711414 · External reference
10.1007/978-3-642-35395-6_30
10.1007/978-3-642-35395-6_30 · External reference
10.1016/j.cmpb.2015.10.013
10.1016/j.cmpb.2015.10.013 · External reference
10.1145/1964897.1964918
10.1145/1964897.1964918 · External reference
10.1109/inss.2010.5573462
10.1109/inss.2010.5573462 · External reference
The UEA multivariate time series classification archive 2018,
2018 · External reference
10.1609/aaai.v37i8.26098
10.1609/aaai.v37i8.26098 · External reference
10.1109/tii.2020.2983760
10.1109/tii.2020.2983760 · External reference
10.1109/icassp.2019.8683763
10.1109/icassp.2019.8683763 · External reference
10.1109/tnse.2022.3163473
10.1109/tnse.2022.3163473 · External reference
10.1609/aaai.v36i8.20881
10.1609/aaai.v36i8.20881 · External reference
A time series is worth 64 words: Long-term forecasting with transformers
External reference
TimesNet: Temporal 2D-variation modeling for general time series analysis
External reference
10.1201/9781003616719-3
10.1201/9781003616719-3 · External reference
Spectral-aware reservoir computing for fast and accurate time series classification
External reference
10.1016/j.ress.2021.107878
10.1016/j.ress.2021.107878 · External reference
10.1109/tkde.2023.3268199
10.1109/tkde.2023.3268199 · External reference
