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
  • [21] Dissimilarity-Preserving Representation Learning for One-Class Time Series Classification
    Mauceri, Stefano
    Sweeney, James
    Nicolau, Miguel
    McDermott, James
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (10) : 13951 - 13962
  • [22] DDTM: A Distance-Based Data Transformation Method for Time Series Classification
    Xu, Huarong
    Wang, Ke
    Sun, Wu
    Chen, Mei
    Li, Hui
    Zhao, Heng
    ARTIFICIAL INTELLIGENCE AND ROBOTICS, ISAIR 2023, 2024, 1998 : 94 - 111
  • [23] Refining one-class representation: A unified transformer for unsupervised time-series anomaly detection
    Zhong, Guoxiang
    Liu, Fagui
    Jiang, Jun
    Wang, Bin
    Chen, C. L. Philip
    INFORMATION SCIENCES, 2024, 656
  • [24] Cluster-Based One-Class Ensemble for Classification Problems in Information Retrieval
    Lipka, Nedim
    Stein, Benno
    Anderka, Maik
    SIGIR 2012: PROCEEDINGS OF THE 35TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2012, : 1041 - 1042
  • [25] Cluster-based Deep One-Class Classification Model for Anomaly Detection
    Kim, Younghwan
    Kim, Huy Kang
    JOURNAL OF INTERNET TECHNOLOGY, 2021, 22 (04): : 903 - 911
  • [26] Electricity Theft Detection Approach Using One-Class Classification for AMI
    Miller, Madeleine
    Habbak, Hany
    Badr, Mahmoud
    Baza, Mohamed
    Mahmoud, Mohamed
    Fouda, Mostafa M.
    2024 IEEE 21ST CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC, 2024, : 260 - 265
  • [27] A one-class classification approach to generalised speaker verification spoofing countermeasures using local binary patterns
    Alegre, Federico
    Amehraye, Asmaa
    Evans, Nicholas
    2013 IEEE SIXTH INTERNATIONAL CONFERENCE ON BIOMETRICS: THEORY, APPLICATIONS AND SYSTEMS (BTAS), 2013,
  • [28] Commit-time defect prediction using one-class classification
    Shehab, Mohammed A.
    Khreich, Wael
    Hamou-Lhadj, Abdelwahab
    Sedki, Issam
    Journal of Systems and Software, 2024, 208
  • [29] Commit-time defect prediction using one-class classification
    Shehab, Mohammed A.
    Khreich, Wael
    Hamou-Lhadj, Abdelwahab
    Sedki, Issam
    JOURNAL OF SYSTEMS AND SOFTWARE, 2024, 208
  • [30] Network-based Intrusion Detection: A One-class Classification Approach
    Arregoces, Paulina
    Vergara, Jaime
    Armando Gutierrez, Sergio
    Felipe Botero, Juan
    PROCEEDINGS OF THE IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM 2022, 2022,
12345