Distance-based one-class time-series classification approach using local cluster balance

被引：0
|
作者：
Hayashi, Toshitaka [1 ]
Cimr, Dalibor [1 ]
Studnička, Filip [1 ]
Fujita, Hamido [2 ,3 ,4 ]
Bušovský, Damián [1 ]
Cimler, Richard [1 ]
Selamat, Ali [2 ]
机构：
[1] Faculty of Science, University of Hradec Kralove, Hradecká 1285, Hradec Kralove, Czech Republic
[2] Malaysia-Japan International Institute of Technology (MJIIT), Universiti Teknologi Malaysia, Kuala Lumpur,54100, Malaysia
[3] Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Granada, Spain
[4] Regional Research Center, Iwate Prefectural University, Takizawa,020-0693, Japan
来源：
Expert Systems with Applications | 2024年 / 235卷
基金：
日本学术振兴会;
关键词：
Communication channels (information theory) - Decoding - Time series;
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
  • [1] Distance-based one-class time-series classification approach using local cluster balance
    Hayashi, Toshitaka
    Cimr, Dalibor
    Studnicka, Filip
    Fujita, Hamido
    Busovsky, Damian
    Cimler, Richard
    Selamat, Ali
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 235
  • [2] Quantum One-class Classification With a Distance-based Classifier
    de Oliveira, Nicolas M.
    de Albuquerque, Lucas P.
    de Oliveira, Wilson R.
    Ludermir, Teresa B.
    da Silva, Adenilton J.
    2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [3] OCSTN: One-class time-series classification approach using a signal transformation network into a goal signal
    Hayashi, Toshitaka
    Cimr, Dalibor
    Studnicka, Filip
    Fujita, Hamido
    Busovsky, Damian
    Cimler, Richard
    INFORMATION SCIENCES, 2022, 614 : 71 - 86
  • [4] Interpretable synthetic signals for explainable one-class time-series classification
    Hayashi, Toshitaka
    Cimr, Dalibor
    Fujita, Hamido
    Cimler, Richard
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 131
  • [5] One-Class Learning Time-Series Shapelets
    Yamaguchi, Akihiro
    Nishikawa, Takeichiro
    2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018, : 2365 - 2372
  • [6] Time Series Anomaly Detection Using Contrastive Learning based One-Class Classification
    Lee, Yeseul
    Byun, Yunseon
    Baek, Jun-Geol
    2023 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE IN INFORMATION AND COMMUNICATION, ICAIIC, 2023, : 330 - 335
  • [7] Dissimilarity-based representations for one-class classification on time series
    Mauceri, Stefano
    Sweeney, James
    McDermott, James
    PATTERN RECOGNITION, 2020, 100
  • [8] Time-series novelty detection using one-class support vector machines
    Ma, JS
    Perkins, S
    PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 1741 - 1745
  • [9] One-class classification-based monitoring for the mean and variance of time series
    Lee, Sangyeol
    Lee, Sangjo
    Kim, Chang Kyeom
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2022, 38 (05) : 2548 - 2565
  • [10] Time series classification using local distance-based features in multi-modal fusion networks
    Iwana, Brian Kenji
    Uchida, Seiichi
    PATTERN RECOGNITION, 2020, 97
12345