This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model. - AmiBuch/TSFpaper_suslab
24-08-21 KAN4TSF Arxiv 2024 KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting? kan4tsf 24-10-13 WormKAN NIPSW 2024 Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? None 24-10-19 HiPPO-KAN Arxiv 2024 HiPPO-KAN: Efficient KAN Model...
24-08-21 KAN4TSF Arxiv 2024 KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting? kan4tsf 24-10-13 WormKAN NIPSW 2024 Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? None 24-10-19 HiPPO-KAN Arxiv 2024 HiPPO-KAN: Efficient KAN Model...
23-10-03 PrACTiS Arxiv 2023 PrACTiS: Perceiver-Attentional Copulas for Time Series None 23-10-10 iTransformer ICLR 2024 iTransformer: Inverted Transformers Are Effective for Time Series Forecasting iTransformer 23-10-26 ContiFormer NIPS 2023 ContiFormer: Continuous-Time Transformer for Irregular Time...
Are Transformers Effective for Time Series Forecasting? by Ailing Zeng, Muxi Chen, Lei Zhang, Qiang Xu (The Chinese University of Hong Kong, International Digital Economy Academy (IDEA), 2022) code 🔥🔥🔥🔥🔥 LLMs and foundational models for time series forecasting: They are not (yet...
24-08-21 KAN4TSF Arxiv 2024 KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting? kan4tsf 24-10-13 WormKAN NIPSW 2024 Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? None 24-10-19 HiPPO-KAN Arxiv 2024 HiPPO-KAN: Efficient KAN Model...
CK2 is now considered an important drug target for cancer therapy [6]. Natural compounds are one of the major sources to discover new scaffolds for therapeutic purposes. An overwhelming number of natural products with diverse and complex structures which interact with a variety of biological targets...
The length of these spines does significantly increase the effective diameter of the shell, perhaps as much as 40%, and this may be of particular importance to diminutive taxa, such as C. corona and C. diadema in the present study. Their hollow nature likely renders them more prone to ...
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24-08-21 KAN4TSF Arxiv 2024 KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting? kan4tsf 24-10-13 WormKAN NIPSW 2024 Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? None 24-10-19 HiPPO-KAN Arxiv 2024 HiPPO-KAN: Efficient KAN Model...