中国科学院计算技术研究所机构知识库

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	Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305 作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi 收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25 Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting
	CGCNImp: a causal graph convolutional network for multivariate time series imputation 期刊论文 PEERJ COMPUTER SCIENCE, 2022, 卷号: 8, 页码: 23 作者:  Liu, Caizheng;  Cui, Guangfan;  Liu, Shenghua 收藏  |  浏览/下载：45/0  |  提交时间：2022/12/07 Multivariate time series imputation  Graph causal analysis  Graph neural network  Deep neural network