Multi-agent systems and distributed data mining

被引：0

作者：

Giannella, C ^{[1
]}

Bhargava, R ^{[1
]}

Kargupta, H ^{[1
]}

机构：

[1] Univ Maryland Baltimore Cty, Dept Comp Sci & Elect Engn, Baltimore, MD 21250 USA

来源：

COOPERATIVE INFORMATION AGENTS VIII, PROCEEDINGS | 2004年 / 3191卷

关键词：

multi-agent systems; distributed data mining; clustering;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Multi-agent systems offer an architecture for distributed problem solving. Distributed data mining algorithms specialize on one class of such distributed problem solving tasks-analysis and modeling of distributed data. This paper offers a perspective on distributed data mining algorithms in the context of multiagents systems. It particularly focuses on distributed clustering algorithms and their potential applications in multi-agent-based problem solving scenarios. It discusses potential applications in the sensor network domain, reviews some of the existing techniques, and identifies future possibilities in combining multi-agent systems with the distributed data mining technology.

引用

页码：1 / 15

页数：15

共 50 条

[1] RESEARCH ON DISTRIBUTED DATA MINING BASED ON MULTI-AGENT
Wang, Ruijie
Du, Junping
Yin, Yixin
Tu, Xuyan
[J]. CIICT 2008: PROCEEDINGS OF CHINA-IRELAND INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATIONS TECHNOLOGIES 2008, 2008, : 194 - +
[2] Multi-agent technology for distributed data mining and classification
Gorodetsky, V
Karsaeyv, O
Samoilov, V
[J]. IEEE/WIC INTERNATIONAL CONFERENCE ON INTELLIGENT AGENT TECHNOLOGY, PROCEEDINGS, 2003, : 438 - 441
[3] A Customizable Multi-Agent System for Distributed Data Mining
Di Fatta, Giuseppe
Fortino, Giancarlo
[J]. APPLIED COMPUTING 2007, VOL 1 AND 2, 2007, : 42 - +
[4] Cloud Computing & Multi-Agent Systems: A New Promising Approach for Distributed Data Mining
Othmane, Benyoucef
Hebri, Rahal Sidi Ahmed
[J]. PROCEEDINGS OF THE ITI 2012 34TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES (ITI), 2012, : 111 - 116
[5] A Distributed Data Mining System Based on Multi-agent Technology
郭黎明
张艳珍
[J]. Journal of Donghua University(English Edition), 2006, (06) : 80 - 83
[6] Data access in distributed simulations of multi-agent systems
Chen, Dan
Ewald, Roland
Theodoropoulos, Georgios K.
Minson, Robert
Oguara, Ton
Lees, Michael
Logan, Brian
Uhrmacher, Adelinde M.
[J]. JOURNAL OF SYSTEMS AND SOFTWARE, 2008, 81 (12) : 2345 - 2360
[7] Distributed Data Mining System Based on Multi-agent Communication Mechanism
Kim, Sung Gook
Woo, Kyeong Deok
Bala, Jerzy
Baik, Sung Wook
[J]. AGENT AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS, PT II, PROCEEDINGS, 2010, 6071 : 100 - +
[8] Self-organizing multi-agent systems for data mining
Satoh, Ichiro
[J]. AUTONOMOUS INTELLIGENT SYSTEMS: AGENTS AND DATA MINING, PROCEEDINGS, 2007, 4476 : 165 - 177
[9] 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
[10] Conversation mining in multi-agent systems
Mounier, A
Boissier, O
Jacquenet, F
[J]. MULTI-AGENT SYSTEMS AND APPLICATIONS III, PROCEEDINGS, 2003, 2691 : 158 - 167

← 1 2 3 4 5 →