A novel unsupervised machine learning algorithm for automatic Alfvénic activity detection in the TJ-II stellarator

被引：0
|
作者：
Zapata-Cornejo, E.d.D. [1 ,2 ]
Zarzoso, D. [1 ]
Pinches, S.D. [2 ]
Bustos, A. [3 ]
Cappa, A. [4 ]
Ascasibar, E. [4 ]
机构：
[1] Aix Marseille Univ, CNRS, Centrale Med, Marseille,M2P2, France
[2] ITER Organization, Route de Vinon-sur-Verdon, CS 90 046, St. Paul Lez Durance,13067 Cedex, France
[3] Department of Technology, CIEMAT, Av. Complutense 40, Madrid,28040, Spain
[4] National Fusion Laboratory-CIEMAT, Av. Complutense 40, Madrid,28040, Spain
来源：
Nuclear Fusion | 2024年 / 64卷 / 12期
关键词：
All Open Access; Gold;
D O I：
10.1088/1741-4326/ad85f4
中图分类号：
学科分类号：
摘要：
Stellarators
引用
收藏
相关论文
共 50 条
  • [21] Automatic Detection of Galileo Satellite Oscillator Anomaly By Using A Machine Learning Algorithm
    Wu, Kahn-Bao
    Liu, Yunxiang
    Morton, Y. Jade
    PROCEEDINGS OF THE 34TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2021), 2021, : 2925 - 2939
  • [22] Electrocardiographic Fragmented Activity (II): A Machine Learning Approach to Detection
    Melgarejo-Meseguer, Francisco-Manuel
    Gimeno-Blanes, Francisco-Javier
    Salar-Alcaraz, Maria-Eladia
    Gimeno-Blanes, Juan-Ramon
    Martinez-Sanchez, Juan
    Garcia-Alberola, Arcadi
    Luis Rojo-Alvarez, Jose
    APPLIED SCIENCES-BASEL, 2019, 9 (17):
  • [23] Automatic Equatorial GPS Amplitude Scintillation Detection Using a Machine Learning Algorithm
    Jiao, Yu
    Hall, John J.
    Morton, Yu T.
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2017, 53 (01) : 405 - 418
  • [24] Automatic motion artifact detection in electrodermal activity data using machine learning
    Hossain, Md-Billal
    Posada-Quintero, Hugo F.
    Kong, Youngsun
    McNaboe, Riley
    Chon, Ki H.
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 74
  • [25] A Novel Algorithm for Network Anomaly Detection Using Adaptive Machine Learning
    Kumar, D. Ashok
    Venugopalan, S. R.
    PROGRESS IN ADVANCED COMPUTING AND INTELLIGENT ENGINEERING, VOL 2, 2018, 564 : 59 - 69
  • [26] Outlier detection in additive manufacturing using novel machine learning algorithm
    Dutta, Chiranjit
    Nagarajan, Nagabhooshanam
    Adhoni, Zameer Ahmed
    Dhandapany, Sendil Kumar
    Alagarsamy, Aravindhan
    Chakravarthy, Antharaju Kalyana
    Praveen, Neti
    Pushpanathan, Ganeshan
    Kannan, Sathish
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 130 (5-6): : 2505 - 2522
  • [27] A novel algorithm for sarcasm detection using supervised machine learning approach
    Abdullah Amer A.Y.
    Siddiqu T.
    AIMS Electronics and Electrical Engineering, 2022, 6 (04): : 345 - 369
  • [28] FPGA implementation of automatic seizure detection in EEG signals using machine learning algorithm
    Sajja, Amrita
    Rooban, S.
    DISCOVER APPLIED SCIENCES, 2024, 6 (08)
  • [29] An automatic detection system of diabetic retinopathy using a hybrid inductive machine learning algorithm
    Mahmoud M.H.
    Alamery S.
    Fouad H.
    Altinawi A.
    Youssef A.E.
    Personal and Ubiquitous Computing, 2023, 27 (03) : 751 - 765
  • [30] Improved Automatic Detection of GPS Satellite Oscillator Anomaly Using a Machine Learning Algorithm
    Liu, Yunxiang
    Morton, Y. T. Jade
    PROCEEDINGS OF THE 33RD INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2020), 2020, : 3567 - 3580
12345