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Time series analysis:As a result of time series analysis, we can extract useful information from time series data: trends, cyclic and seasonal deviations, correlations, etc. Time series analysis is the first step to preparing and analyzing time series datasets for time series forecasting Time seri...
https://github.com/ddz16/TSFpapergithub.com/ddz16/TSFpaper 1. ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis 论文链接:ModernTCN: A Modern Pure Convolution Structure for General Time... 一句话总结:我们采用了时间序列社区中很少探索的方法,成功地将卷积带回到时间...
代码链接:github.com/thuml/TimesN 关键词:Time Series Analysis, Deep Learning 研究方向:周期时间序列分析 一句话总结全文:基于多周期性,我们分析了二维空间中周期内和周期间的变化,并提出了 TimesNet 作为任务通用模型,它在五个主流时间序列分析任务中实现了一致的最新技术水平。 研究内容:时间序列分析在天气预报、...
public TimeSeriesBaseline withAggregation(String aggregation) Set the aggregation property: The aggregation type of the metric. Parameters: aggregation - the aggregation value to set. Returns: the TimeSeriesBaseline object itself.withData public TimeSeriesBaseline withData(List data) Set the data prope...
public TimeSeriesBaseline withAggregation(String aggregation) Set the aggregation property: The aggregation type of the metric. Parameters: aggregation - the aggregation value to set. Returns: the TimeSeriesBaseline object itself.withData public TimeSeriesBaseline withData(List data) Set the data prope...
Maharaj, E. A., and A. M. Alonso. "Discriminant analysis of multivariate time series: Application to diagnosis based on ECG signals."Computational Statistics and Data Analysis. Vol. 70, 2014, pp. 67–87. Moody, G. B., and R. G. Mark. "The impact of the MIT-BIH Arrhy...
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting 作者单位: 1. 清华深圳国际研究生院 2.同济大学 3.复旦大学 4.深圳大学 5.格里菲斯大学 论文链接: https://arxiv.org/pdf/2501.13041 代码链接: https://github.com/TROUBADOUR000/TimeFilter ...
Data sources and models used during the study appear in the text; the URL of the code is https://github.com/huangfujue/winter-wheat-extraction-methods-based-on-different-time-series-of-vegetation-indices (accessed on 11 January 2021). Acknowledgments We thank the GEE team for providing free...
Here we introduce Local Topological Recurrence Analysis (LoTRA), a simple computational approach for analyzing time-series data. Its versatility is elucidated using simulated data, Parkinsonian gait, and in vivo brain dynamics. We also show that this algorithm can be used to build a remarkably simp...