Feature representation of multivariate time series based on correlation among variables

被引:0
|
作者
Li, Hai-Lin [1 ]
机构
[1] School of Business Management, Huaqiao University, Quanzhou,362021, China
来源
Kongzhi yu Juece/Control and Decision | 2015年 / 30卷 / 03期
关键词
Compendex;
D O I
10.13195/j.kzyjc.2014.0132
中图分类号
学科分类号
摘要
Principal component analysis
引用
收藏
页码:441 / 447
相关论文
共 50 条
  • [1] Feature Representation and Similarity Measure Based on Covariance Sequence for Multivariate Time Series
    Li, Hailin
    Lin, Chunpei
    Wan, Xiaoji
    Li, Zhengxin
    IEEE ACCESS, 2019, 7 : 67018 - 67026
  • [2] Bi-Branching Feature Interaction Representation Learning for Multivariate Time Series
    Wang, Wenyan
    Zuo, Enguang
    Wang, Ruiting
    Zhong, Jie
    Chen, Chen
    Chen, Cheng
    Lv, Xiaoyi
    APPLIED SOFT COMPUTING, 2024, 167
  • [3] Correlation based dynamic time warping of multivariate time series
    Banko, Zoltan
    Abonyi, Janos
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (17) : 12814 - 12823
  • [4] RFNet: Multivariate long sequence time-series forecasting based on recurrent representation and feature enhancement
    Zhang, Dandan
    Zhang, Zhiqiang
    Chen, Nanguang
    Wang, Yun
    NEURAL NETWORKS, 2025, 181
  • [5] Fuzzy clustering based on feature weights for multivariate time series
    Li, Hailin
    Wei, Miao
    KNOWLEDGE-BASED SYSTEMS, 2020, 197
  • [6] Multivariate time series correlation extract and prediction based on cluster
    Han Min
    Li Decai
    PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 3, 2007, : 187 - +
  • [7] A Transformer-based Framework for Multivariate Time Series Representation Learning
    Zerveas, George
    Jayaraman, Srideepika
    Patel, Dhaval
    Bhamidipaty, Anuradha
    Eickhoff, Carsten
    KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, 2021, : 2114 - 2124
  • [8] Discrete Representation Learning for Multivariate Time Series
    Ajirak, Marzieh
    Elbau, Immanuel
    Solomonov, Nili
    Grosenick, Logan
    32ND EUROPEAN SIGNAL PROCESSING CONFERENCE, EUSIPCO 2024, 2024, : 1132 - 1136
  • [9] Multi-feature based network for multivariate time series classification
    Du, Mingsen
    Wei, Yanxuan
    Zheng, Xiangwei
    Ji, Cun
    INFORMATION SCIENCES, 2023, 639
  • [10] Statistical Feature-based Search for Multivariate Time Series Forecasting
    Pan, Jinwei
    Wang, Yiqiao
    Zhong, Bo
    Wang, Xiaoling
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2024, 46 (08): : 3276 - 3284