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Detecting causality from short time-series data based on prediction of topologically equivalent attractors

机译：基于拓扑等效吸引子预测的短时间序列数据检测因果关系

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Ben-gong Zhang; Weibo Li; Yazhou Shi; Xiaoping Liu; Luonan Chen;
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年度 2017
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1. Detecting causality from short time-series data based on prediction of topologically equivalent attractors [J] . Ben-gong Zhang, Weibo Li, Yazhou Shi, BMC Systems Biology . 2017,第7期

机译：基于拓扑等效吸引子的预测，从短时间序列数据中检测因果关系
2. A long-term prediction approach based on long short-term memory neural networks with automatic parameter optimization by Tree-structured Parzen Estimator and applied to time-series data of NPP steam generators [J] . Applied Soft Computing . 2020,第期

机译：基于长短期记忆神经网络的长期预测方法，由树结构介估计自动参数优化，并应用于NPP蒸汽发生器的时间序列数据
3. Short and mid-term sea surface temperature prediction using time-series satellite data and LSTM-AdaBoost combination approach [J] . Xiao Changjiang, Chen Nengcheng, Hu Chuli, Remote Sensing of Environment: An Interdisciplinary Journal . 2019,第期

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4. The Study on Short-Time Wind Speed Prediction Based on Time-Series Neural Network Algorithm [C] . Liang Lanzhen, Shao Fan Power and Energy Engineering Conference (APPEEC), 2010 . 2010

机译：基于时间序列神经网络算法的短时风速预测研究
5. A study of neural networks and multiple neural networks in making short-term and long-term time-series prediction of petroleum production and gas consumption. [D] . Nguyen, Hanh Hong. 2003

机译：对神经网络和多重神经网络进行石油产量和天然气消耗的短期和长期时间序列预测的研究。
6. Detecting causality from short time-series data based on prediction of topologically equivalent attractors [O] . Ben-gong Zhang, Weibo Li, Yazhou Shi, 2017

机译：基于拓扑等效吸引子的预测从短时间序列数据中检测因果关系
7. Time-Series Prediction of Environmental Noise for Urban IoT Based on Long Short-Term Memory Recurrent Neural Network [O] . Xueqi Zhang, Meng Zhao, Rencai Dong 2020

机译：基于长短期记忆经常性神经网络的城市物联网环境噪声的时间序列预测

Detecting causality from short time-series data based on prediction of topologically equivalent attractors

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