Multi-agent technology for distributed data mining and classification

被引:25
|
作者
Gorodetsky, V [1 ]
Karsaeyv, O [1 ]
Samoilov, V [1 ]
机构
[1] SPIIRAS, St Petersburg, Russia
关键词
D O I
10.1109/IAT.2003.1241116
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The core problem of multi-agent distributed data mining technology not concern particular data mining techniques although the latter is now paid the most attention. Its core problem concerns collaborative work of distributed software in design of multi-agent system destined for distributed data mining and classification. The paper presents the developed and implemented distributed data mining technology, architecture of the multi-agent software tool supporting this technology and demonstrates the key protocols used by agents in collaborative design of an applied multi-agent distributed data mining system.
引用
收藏
页码:438 / 441
页数:4
相关论文
共 50 条
  • [21] On distributed power coordinated control based on multi-agent technology
    Liu, Debin
    Zhang, Xilin
    Ji, Xiu
    Meng, Xiangping
    [J]. Advances in Information Sciences and Service Sciences, 2011, 3 (10): : 159 - 166
  • [22] Development of the Distributed Backup System using Multi-Agent Technology
    Shibakawa, Motohiro
    Uchiya, Takahiro
    Takumi, Ichi
    Kinoshita, Tetsuo
    [J]. PROCEEDINGS OF THE 2013 12TH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI CC 2013), 2013, : 268 - 273
  • [23] Application of the distributed automation based multi-Agent technology in the distributed protection with DG
    Hu, Han-Mei
    Zheng, Hong
    Zhao, Jun-Lei
    Zeng, Cong-Hai
    [J]. Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2011, 39 (11): : 101 - 105
  • [24] A Framework for Data Mining Based Multi-Agent: An Application to Spatial Data
    Zghal, H. Baazaoui
    Faiz, S.
    Ben Ghezala, H.
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 5, 2005, 5 : 22 - 26
  • [25] Mobile Agent technology and Its Application in Distributed Data Mining
    Ma Yubao
    Ding Renyuan
    [J]. FIRST INTERNATIONAL WORKSHOP ON DATABASE TECHNOLOGY AND APPLICATIONS, PROCEEDINGS, 2009, : 151 - 155
  • [26] Self-organizing multi-agent systems for data mining
    Satoh, Ichiro
    [J]. AUTONOMOUS INTELLIGENT SYSTEMS: AGENTS AND DATA MINING, PROCEEDINGS, 2007, 4476 : 165 - 177
  • [27] Data Mining Process Optimization in Computational Multi-agent Systems
    Kazik, Ondrej
    Neruda, Roman
    [J]. AGENTS AND DATA MINING INTERACTION (ADMI 2014), 2015, 9145 : 93 - 103
  • [28] Research on distribute data mining model based on multi-agent
    Jiang, WJ
    Qiu, YN
    Xu, YH
    [J]. Progress in Intelligence Computation & Applications, 2005, : 369 - 375
  • [29] Data mining for rules for a multi-agent decision support algorithm
    Smith, JF
    [J]. IKE'03: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE ENGINEERING, VOLS 1 AND 2, 2003, : 529 - 532
  • [30] Multi-Agent Reinforcement Learning With Distributed Targeted Multi-Agent Communication
    Xu, Chi
    Zhang, Hui
    Zhang, Ya
    [J]. 2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 2915 - 2920