Temporal classification of short time series data

被引：0
|
作者：
Benedikt Venn
Thomas Leifeld
Ping Zhang
Timo Mühlhaus
机构：
[1] RPTU Kaiserslautern,Computational Systems Biology
[2] RPTU Kaiserslautern,Institute of Automatic Control
来源：
BMC Bioinformatics | / 25卷
关键词：
Time series analysis; Smoothing spline; Profile classification; Omics analyis;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] A modular system for the classification of time series data
    Chen, L
    Kamel, M
    Jiang, J
    [J]. MULTIPLE CLASSIFIER SYSTEMS, PROCEEDINGS, 2004, 3077 : 134 - 143
  • [22] Interpretable Classification And Regression For Time Series Data
    Karaahmetoglu, Oguzhan
    Tekin, Selim Furkan
    Irim, Fatih
    [J]. 2020 28TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2020,
  • [23] RTFN: A robust temporal feature network for time series classification
    Xiao, Zhiwen
    Xu, Xin
    Xing, Huanlai
    Luo, Shouxi
    Dai, Penglin
    Zhan, Dawei
    [J]. INFORMATION SCIENCES, 2021, 571 : 65 - 86
  • [24] The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification
    Middlehurst, Matthew
    Large, James
    Cawley, Gavin
    Bagnall, Anthony
    [J]. MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2020, PT I, 2021, 12457 : 660 - 676
  • [25] Time Series Classification via Enhanced Temporal Representation Learning
    Wang, Kun
    Wang, Chun
    Wang, Yunxiao
    Luo, Wei
    Zhan, Peng
    Hu, Yupeng
    Li, Xueqing
    [J]. 2021 IEEE 6TH INTERNATIONAL CONFERENCE ON BIG DATA ANALYTICS (ICBDA 2021), 2021, : 188 - 192
  • [26] Classification-driven temporal discretization of multivariate time series
    Moskovitch, Robert
    Shahar, Yuval
    [J]. DATA MINING AND KNOWLEDGE DISCOVERY, 2015, 29 (04) : 871 - 913
  • [27] Time series classification with temporal bag-of-words model
    Gui, Zi-Wen
    Yeh, Yi-Ren
    [J]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, 8916 : 145 - 153
  • [28] Denoising temporal convolutional recurrent autoencoders for time series classification
    Zheng, Zhong
    Zhang, Zijun
    Wang, Long
    Luo, Xiong
    [J]. INFORMATION SCIENCES, 2022, 588 : 159 - 173
  • [29] RNTS: Robust Neural Temporal Search for Time Series Classification
    Xiao, Zhiwen
    Xu, Xin
    Xing, Huanlai
    Qu, Rong
    Song, Fuhong
    Zhao, Bowen
    [J]. 2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [30] Classification-driven temporal discretization of multivariate time series
    Robert Moskovitch
    Yuval Shahar
    [J]. Data Mining and Knowledge Discovery, 2015, 29 : 871 - 913
12345