DIAGNOSIS OF SLEEP APNEA USING ARTIFICIAL NEURAL NETWORK AND BINARY PARTICLE SWARM OPTIMIZATION FOR FEATURE SELECTION

被引：2
|
作者：
Surani, Salim [1 ]
Sheta, Alaa [1 ]
Turabieh, Hamza [1 ]
Park, Jangwoon [1 ]
Mathur, Sunil [1 ]
Katangur, Ajay [1 ]
机构：
[1] Texas A&M Univ, College Stn, TX 77843 USA
来源：
CHEST | 2019年 / 156卷 / 04期
关键词：
D O I：
10.1016/j.chest.2019.08.215
中图分类号：
R4 [临床医学];
学科分类号：
1002 ; 100602 ;
摘要：
引用
收藏
页码：136A / 136A
页数：1
相关论文
共 50 条
  • [1] Particle swarm optimization for feature selection with application in obstructive sleep apnea diagnosis
    Chen, Li-Fei
    Su, Chao-Ton
    Chen, Kun-Huang
    Wang, Pa-Chun
    NEURAL COMPUTING & APPLICATIONS, 2012, 21 (08): : 2087 - 2096
  • [2] Particle swarm optimization for feature selection with application in obstructive sleep apnea diagnosis
    Li-Fei Chen
    Chao-Ton Su
    Kun-Huang Chen
    Pa-Chun Wang
    Neural Computing and Applications, 2012, 21 : 2087 - 2096
  • [3] Feature Selection of Diabetic Retinopathy Disease Using Particle Swarm Optimization and Neural Network
    Herliana, Asti
    Arifin, Toni
    Susanti, Sari
    Hikmah, Agung Baitul
    2018 6TH INTERNATIONAL CONFERENCE ON CYBER AND IT SERVICE MANAGEMENT (CITSM), 2018, : 128 - 131
  • [4] Feature selection using binary particle swarm optimization and support vector machines for medical diagnosis
    Daliri, Mohammad Reza
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2012, 57 (05): : 395 - 402
  • [5] Feature Subset Selection for Clustering using Binary Particle Swarm Optimization
    Dastider, Surjodoy Ghosh
    Kashyap, Himanshu
    Mandal, Shashwata
    Ghosh, Abhinandan
    Goswami, Saptarsi
    2015 14TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY (ICIT 2015), 2015, : 159 - 164
  • [6] Catfish Binary Particle Swarm Optimization for Feature Selection
    Chuang, Li-Yeh
    Tsai, Sheng-Wei
    Yang, Cheng-Hong
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING (IACSIT ICMLC 2009), 2009, : 40 - 44
  • [7] Boolean Binary Particle Swarm Optimization for Feature Selection
    Yang, Cheng-San
    Chuang, Li-Yeh
    Ke, Chao-Hsuan
    Yang, Cheng-Hong
    2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 2093 - +
  • [8] Chaotic binary particle swarm optimization for feature selection using logistic map
    Chuang, Li-Yeh
    Li, Jung-Chike
    Yang, Cheng-Hong
    IMECS 2008: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II, 2008, : 131 - +
  • [9] Improved binary particle swarm optimization using catfish effect for feature selection
    Chuang, Li-Yeh
    Tsai, Sheng-Wei
    Yang, Cheng-Hong
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (10) : 12699 - 12707
  • [10] Chaotic Maps in Binary Particle Swarm Optimization for Feature Selection
    Yang, Cheng-San
    Chuang, Li-Yeh
    Li, Jung-Chike
    Yang, Cheng-Hong
    2008 IEEE CONFERENCE ON SOFT COMPUTING IN INDUSTRIAL APPLICATIONS SMCIA/08, 2009, : 107 - +
12345