Efficient Hand Movement Detection Using k-Means Clustering and k-Nearest Neighbor Algorithms

被引:0
|
作者
Erhan Bergil
Canan Oral
Engin Ufuk Ergul
机构
[1] Amasya University,Department of Electrical and Electronics Engineering, Faculty of Technology
来源
Journal of Medical and Biological Engineering | 2021年 / 41卷
关键词
EMG; Hand movements; Classification; Clustering; Prosthetic limb;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:11 / 24
页数:13
相关论文
共 50 条
  • [41] An Enhancement of Fuzzy K-Nearest Neighbor Classifier Using Multi-Local Power Means
    Kumbure, Mahinda Mailagaha
    Luukka, Pasi
    Collan, Mikael
    PROCEEDINGS OF THE 11TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT 2019), 2019, 1 : 83 - 90
  • [42] Validation Based Modified K-Nearest Neighbor
    Parvin, Hamid
    Alizadeh, Hosein
    Minaei-Bidgoli, Behrouz
    IAENG TRANSACTIONS ON ENGINEERING TECHNOLOGIES, VOL II, 2009, 1127 : 153 - 161
  • [43] Binary k-nearest neighbor for text categorization
    Tan, SB
    ONLINE INFORMATION REVIEW, 2005, 29 (04) : 391 - 399
  • [44] Optimization Strategies for the k-Nearest Neighbor Classifier
    Yepdjio Nkouanga H.
    Vajda S.
    SN Computer Science, 4 (1)
  • [45] A novel ensemble method for k-nearest neighbor
    Zhang, Youqiang
    Cao, Guo
    Wang, Bisheng
    Li, Xuesong
    PATTERN RECOGNITION, 2019, 85 : 13 - 25
  • [46] Comparison between K-Means and K-Medoids Clustering Algorithms
    Madhulatha, Tagaram Soni
    ADVANCES IN COMPUTING AND INFORMATION TECHNOLOGY, 2011, 198 : 472 - 481
  • [47] Development of a Corruption Detection Algorithm using K-means Clustering
    Islam, Md. Tawheedul
    Abu Yousuf, Mohammad
    2018 INTERNATIONAL CONFERENCE ON ADVANCEMENT IN ELECTRICAL AND ELECTRONIC ENGINEERING (ICAEEE), 2018,
  • [48] K-nearest neighbors clustering algorithm
    Gauza, Dariusz
    Zukowska, Anna
    Nowak, Robert
    PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2014, 2014, 9290
  • [49] A Comparative Study of K-Means, K-Means plus plus and Fuzzy C-Means Clustering Algorithms
    Kapoor, Akanksha
    Singhal, Abhishek
    2017 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE & COMMUNICATION TECHNOLOGY (CICT), 2017,
  • [50] Improving K-means clustering with enhanced Firefly Algorithms
    Xie, Hailun
    Zhang, Li
    Lim, Chee Peng
    Yu, Yonghong
    Liu, Chengyu
    Liu, Han
    Walters, Julie
    APPLIED SOFT COMPUTING, 2019, 84