Methods to Analyze Data in Health Monitoring Systems

被引:0
|
作者
Kota, Venkata Krishna [1 ]
Mangali, Nagendra Kumar [1 ]
Velayutham, T. [1 ]
机构
[1] SSIET, Elect & Commun Engn, Derabassi, Pb, India
关键词
Health Monitoring System (HMS); Data Mining; Classification; Complex Event Processing (CEP); Knowledge Engineering;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Data mining plays a key role in Health Monitoring Systems (HMS). Architecture for analyzing data in HMS is described in this paper using data mining techniques. A method is also provided to identify the impact of surrounding geographical environment on health of people. Data mining driven methods are proposed to analyze the health situation of people, to assess threats to their health and to alert them or related people to prevent threats.
引用
收藏
页码:599 / 602
页数:4
相关论文
共 50 条
  • [1] Data Mining Methods to Analyze Alarm Logs in IoT Process Control Systems
    Dagnino, Aldo
    [J]. 2019 IEEE 15TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2019, : 323 - 330
  • [2] Data Association in Remote Health Monitoring Systems
    Chowdhury, Maksudul A.
    McIver, William, Jr.
    Light, Janet
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2012, 50 (06) : 144 - 149
  • [3] Data scaling in remote health monitoring systems
    Peng, Ya-Ti
    Sow, Daby M.
    [J]. PROCEEDINGS OF 2008 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-10, 2008, : 2042 - +
  • [4] Data Analysis Methods for Health Monitoring Sensors: A survey
    Sobhan, Shahriar
    Islam, Saiful
    Valero, Maria
    Shahriar, Hossain
    Ahamed, Sheikh, I
    [J]. 2021 IEEE 45TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE (COMPSAC 2021), 2021, : 669 - 676
  • [5] A Critical Analyze on Healthcare Monitoring Systems Requirements
    Almalchy, Mohammed Tali
    Popescu, Nirvana
    Algayar, Sarmad Monadel
    [J]. 2018 21ST IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE 2018), 2018, : 146 - 151
  • [6] Using Computational Methods to Analyze Educational Data
    Vieira, Camilo
    Magana, Alejandra
    Boutin, Mireille
    [J]. 2019 IEEE FRONTIERS IN EDUCATION CONFERENCE (FIE 2019), 2019,
  • [7] Scalable methods to analyze Semantic Web data
    Nebot Romero, Victoria
    [J]. AI COMMUNICATIONS, 2016, 29 (03) : 473 - 475
  • [8] Data and Statistical Methods To Analyze the Human Microbiome
    Waldron, Levi
    [J]. MSYSTEMS, 2018, 3 (02)
  • [9] Methods to analyze big data in pharmacogenomics research
    Li, Ruowang
    Kim, Dokyoon
    Ritchie, Marylyn D.
    [J]. PHARMACOGENOMICS, 2017, 18 (08) : 807 - 819
  • [10] Expert methods to analyze and perfect management systems
    Dorofeyuk, AA
    Pokrovskaya, IV
    Chernyavkii, AL
    [J]. AUTOMATION AND REMOTE CONTROL, 2004, 65 (10) : 1675 - 1688