EEG Feature Extraction Based on Rough Set

被引：0
|
作者：
Mu, Zhendong [1 ]
机构：
[1] Jiangxi Univ Technol, Inst Informat Technol, Nanchang 330029, Jiangxi, Peoples R China
来源：
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MANAGEMENT, EDUCATION, INFORMATION AND CONTROL | 2015年 / 125卷
关键词：
Feature extraction; Rough set; Electroencephalograph (EEG) signal; AUTHENTICATION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Rough set theory has been successfully utilized in a variety of information mining fields. Since the EEG found that many researchers to study the biological signals in electrical brain research, the EEG feature extraction algorithm is a major research content. In this paper, rough set theory is taken as a research tool, EEG feature extraction, through 30 subjects collected EEG analysis, collect the EEG applied to the identification, the results show that rough set of feature extraction method can achieve identification.
引用
收藏
页码：1246 / 1249
页数：4
相关论文
共 50 条
  • [41] Online streaming feature selection based on neighborhood rough set
    Li, Shuangjie
    Zhang, Kaixiang
    Li, Yali
    Wang, Shuqin
    Zhang, Shaoqiang
    APPLIED SOFT COMPUTING, 2021, 113
  • [42] Information and Rough Set Theory Based Feature Selection Techniques
    Cervante, Liam
    Gao, Xiaoying
    ACTIVE MEDIA TECHNOLOGY, AMT 2013, 2013, 8210 : 166 - 176
  • [43] Label distribution feature selection based on neighborhood rough set
    Wu, Yilin
    Guo, Wenzhong
    Lin, Yaojin
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2024, 36 (23):
  • [44] Neighborhood rough set based heterogeneous feature subset selection
    Hu, Qinghua
    Yu, Daren
    Liu, Jinfu
    Wu, Congxin
    INFORMATION SCIENCES, 2008, 178 (18) : 3577 - 3594
  • [45] Efficient feature reduction algorithm based on mPCA and rough set
    Jin, Yanfeng
    Geng, Keming
    Wang, Yongping
    Zhao, Baozhu
    International Journal of Advancements in Computing Technology, 2012, 4 (15) : 504 - 511
  • [46] Feature Extraction of Seafarers' Workload Based on EEG Signals
    Chen, Jinglei
    Fan, Shiqi
    Zhang, Jinfen
    Tian, Wuliu
    2019 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-QINGDAO), 2019,
  • [47] Wavelet-based feature extraction for EEG classification
    Dixon, TL
    Livezey, GT
    PROCEEDINGS OF THE 18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 18, PTS 1-5, 1997, 18 : 1003 - 1004
  • [48] EPILEPTIC EEG IDENTIFICATION BASED ON HYBRID FEATURE EXTRACTION
    Liu, Xiaochen
    Shen, Jizhong
    Zhao, Wufeng
    JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, 2020, 20 (06)
  • [49] EEG-based Motor Imagery Feature Extraction
    Liu, Yang
    Li, Niandiang
    Li, Yongxiang
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 944 - 947
  • [50] EEG analysis of alcoholics and controls based on feature extraction
    Sun, Yuge
    Ye, Ning
    Xu, Xinhe
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 294 - +
12345