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
  • [1] Efficient Hand Movement Detection Using k-Means Clustering and k-Nearest Neighbor Algorithms
    Bergil, Erhan
    Oral, Canan
    Ergul, Engin Ufuk
    JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2021, 41 (01) : 11 - 24
  • [2] Performance study of K-nearest neighbor classifier and K-means clustering for predicting the diagnostic accuracy
    Mittal K.
    Aggarwal G.
    Mahajan P.
    International Journal of Information Technology, 2019, 11 (3) : 535 - 540
  • [3] Fast agglomerative clustering using a k-nearest neighbor graph
    Franti, Pasi
    Virmajoki, Olli
    Hautamaki, Ville
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2006, 28 (11) : 1875 - 1881
  • [4] KNNCC: An Algorithm for K-Nearest Neighbor Clique Clustering
    Qu Chao
    Yuan Ruifen
    Wei Xiaorui
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 1763 - 1766
  • [5] Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms
    Kusy, Maciej
    Kowalski, Piotr A.
    APPLIED SOFT COMPUTING, 2022, 128
  • [6] Fuzzy Monotonic K-Nearest Neighbor Versus Monotonic Fuzzy K-Nearest Neighbor
    Zhu, Hong
    Wang, Xizhao
    Wang, Ran
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (09) : 3501 - 3513
  • [7] Comparative Analysis of K-Nearest Neighbor and Modified K-Nearest Neighbor Algorithm for Data Classification
    Okfalisa
    Mustakim
    Gazalba, Ikbal
    Reza, Nurul Gayatri Indah
    2017 2ND INTERNATIONAL CONFERENCES ON INFORMATION TECHNOLOGY, INFORMATION SYSTEMS AND ELECTRICAL ENGINEERING (ICITISEE): OPPORTUNITIES AND CHALLENGES ON BIG DATA FUTURE INNOVATION, 2017, : 294 - 298
  • [8] Cumulative belief peaks evidential K-nearest neighbor clustering
    Gong, Chaoyu
    Su, Zhi-gang
    Wang, Pei-hong
    Wang, Qian
    KNOWLEDGE-BASED SYSTEMS, 2020, 200
  • [9] Efficient k -nearest neighbor search based on clustering and adaptive k values
    Gallego, Antonio Javier
    Rico-Juan, Juan Ramon
    Valero-Mas, Jose J.
    PATTERN RECOGNITION, 2022, 122
  • [10] A comparison between k-nearest neighbor and jk-nearest neighbor algorithms for signature verification
    Saleem, Mohammad
    Kovari, Bence
    2022 21ST INTERNATIONAL SYMPOSIUM INFOTEH-JAHORINA (INFOTEH), 2022,
12345