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
  • [21] Clustering of Image Data Using K-Means and Fuzzy K-Means
    Rahmani, Md. Khalid Imam
    Pal, Naina
    Arora, Kamiya
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2014, 5 (07) : 160 - 163
  • [22] A Survey on Various K-Means algorithms for Clustering
    Singh, Malwinder
    Bansal, Meenakshi
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2015, 15 (06): : 60 - 65
  • [23] Effective K-Nearest Neighbor Algorithms Performance Analysis of Thyroid Disease
    Abbad Ur Rehman, Hafiz
    Lin, Chyi-Yeu
    Mushtaq, Zohaib
    JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2021, 44 (01) : 77 - 87
  • [24] The Improved K-nearest Neighbor Solder Joints Defect Detection
    Liu, Meiju
    Li, Lingyan
    Guo, Wenbo
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON ELECTRONIC, MECHANICAL, INFORMATION AND MANAGEMENT SOCIETY (EMIM), 2016, 40 : 651 - 657
  • [25] Comparative Study of K-means and Mini Batch K-means Clustering Algorithms in Android Malware Detection Using Network Traffic Analysis
    Feizollah, Ali
    Anuar, Nor Badrul
    Salleh, Rosli
    Amalina, Fairuz
    2014 INTERNATIONAL SYMPOSIUM ON BIOMETRICS AND SECURITY TECHNOLOGIES (ISBAST), 2014, : 193 - 197
  • [26] Web Bot Detection System Based on Divisive Clustering and K-Nearest Neighbor Using Biostatistics Features Set
    Rahman, Rizwan Ur
    Tomar, Deepak Singh
    INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS, 2021, 13 (06)
  • [27] A Proposal for Local k Values for k-Nearest Neighbor Rule
    Garcia-Pedrajas, Nicolas
    Romero del Castillo, Juan A.
    Cerruela-Garcia, Gonzalo
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 28 (02) : 470 - 475
  • [28] An efficient k-means clustering algorithm using simple partitioning
    Hung, MC
    Wu, JP
    Chang, JH
    Yang, DL
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2005, 21 (06) : 1157 - 1177
  • [29] Intrusion Detection with K-Means Clustering and OneR Classification
    Muda, Z.
    Yassin, W.
    Sulaiman, M. N.
    Udzir, N. I.
    JOURNAL OF INFORMATION ASSURANCE AND SECURITY, 2012, 7 (06): : 347 - 354
  • [30] Soil data clustering by using K-means and fuzzy K-means algorithm
    Hot, Elma
    Popovic-Bugarin, Vesna
    2015 23RD TELECOMMUNICATIONS FORUM TELFOR (TELFOR), 2015, : 890 - 893