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Found 13,780 results

Filters: Multivariate time series

Multiview Unsupervised Shapelet Learning for Multivariate Time Series Clustering.
Nan Zhang, Shiliang Sun
IEEE Trans Pattern Anal Mach Intell. Apr, 2023.45(4):4981-4996 Print-Electronic
Source:PubMed
PMID: 35969573 doi:10.1109/TPAMI.2022.3198411
Analyzing Multiple Multivariate Time Series Data Using Multilevel Dynamic Factor Models.
Hairong Song, Zhiyong Zhang
Multivariate Behav Res. 2014 Jan-Feb.49(1):67-77 Print
Source:PubMed
PMID: 26745674 doi:10.1080/00273171.2013.851018
Multidimensional Cross-Recurrence Quantification Analysis (MdCRQA) - A Method for Quantifying Correlation between Multivariate Time-Series.
Sebastian Wallot
Multivariate Behav Res. 2019 Mar-Apr.54(2):173-191 Print-Electronic
Source:PubMed
PMID: 30569740 doi:10.1080/00273171.2018.1512846
Multivariate time series forecasting method based on nonlinear spiking neural P systems and non-subsampled shearlet transform.
Lifan Long, Qian Liu, Hong Peng, Jun Wang, Qian Yang
Neural Netw. Aug, 2022.152:300-310 Print-Electronic
Source:PubMed
PMID: 35594758 doi:10.1016/j.neunet.2022.04.030
RFNet: Multivariate long sequence time-series forecasting based on recurrent representation and feature enhancement.
Dandan Zhang, Zhiqiang Zhang, Nanguang Chen, Yun Wang
Neural Netw. Jan, 2025.181:106800 Print-Electronic
Source:PubMed
PMID: 39488111 doi:10.1016/j.neunet.2024.106800
Nonuniform State Space Reconstruction for Multivariate Chaotic Time Series.
Min Han, Weijie Ren, Meiling Xu, Tie Qiu
IEEE Trans Cybern. May, 2019.49(5):1885-1895 Print-Electronic
Source:PubMed
PMID: 29993852 doi:10.1109/TCYB.2018.2816657
Outliers detection in multivariate time series by independent component analysis.
Roberto Baragona, Francesco Battaglia
Neural Comput. Jul, 2007.19(7):1962-84 Print
Source:PubMed
PMID: 17521286 doi:10.1162/neco.2007.19.7.1962
STTRE: A Spatio-Temporal Transformer with Relative Embeddings for multivariate time series forecasting.
Azad Deihim, Eduardo Alonso, Dimitra Apostolopoulou
Neural Netw. Nov, 2023.168:549-559 Print-Electronic
Source:PubMed
PMID: 37837744 doi:10.1016/j.neunet.2023.09.039
Multivariate Time Series Decomposition into Oscillation Components.
Takeru Matsuda, Fumiyasu Komaki
Neural Comput. 08, 2017.29(8):2055-2075 Print-Electronic
Source:PubMed
PMID: 28562213 doi:10.1162/NECO_a_00981
Dynamic Factor Analysis in the Frequency Domain: Causal Modeling of Multivariate Psychophysiological Time Series.
P C Molenaar
Multivariate Behav Res. Jul 01, 1987.22(3):329-53 Print
Source:PubMed
PMID: 26776380 doi:10.1207/s15327906mbr2203_5
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