New Multi-agent Architecture of Visual Intelligent Decision Support Systems Application in the medical field

被引:0
|
作者
Ellouzi, Hamdi [1 ]
Ltifi, Hela [1 ,2 ]
Ben Ayed, Mounir [1 ]
机构
[1] Univ Sfax, Natl Sch Engn ENIS, REs Grp Intelligent Machines, BP 1173, Sfax 3038, Tunisia
[2] Univ Kairouan, Fac Sci & Tech Sidi Bouzid, Kairouan, Tunisia
关键词
intelligent decision support system; data mining; visualization; Multi-agent system; Nosocomial Infection;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Currently, Decision support systems in dynamic and complex environment involves the use of visual data mining technology for interactive data analysis and visualization. This paper presents a new architecture for designing such systems. The envisaged architecture based on the Multi-Agent System to improve coordination and communication between the different system modules to generate the appropriate solution for a specific problem. In this work, we have applied the proposed architecture to develop visual intelligent clinical decision support system for the fight against nosocomial infections. The developed prototype was evaluated to show the new architecture applicability.
引用
收藏
页数:8
相关论文
共 50 条
  • [31] A MULTI-AGENT ARCHITECTURE TO SUPPORT ACTIVE FUSION IN A VISUAL SENSOR NETWORK
    Castanedo, Federico
    Garcia, Jesus
    Patricio, Miguel A.
    Molina, Jose M.
    2008 SECOND ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS, 2008, : 374 - 381
  • [32] Application of Multi-Agent for Travel Management Decision Support System
    Yan, Li
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, : 492 - 495
  • [33] Embedded decision support platform based on multi-agent systems
    Tarek Frikha
    Faten Chaabane
    Riadh Ben Halima
    Walid Wannes
    Habib Hamam
    Multimedia Tools and Applications, 2023, 82 : 32607 - 32633
  • [34] Multi-agent decision support systems with remote multimedia access
    Becvár, P
    Pechoucek, M
    Psutka, J
    Smídl, L
    IECON 2005: THIRTY-FIRST ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-3, 2005, : 2198 - 2203
  • [35] A Multi-Agent View of Distributed Collaborative Decision Support Systems
    Adla, Abdelkader
    Nachet, Bakhta
    Ould-Mahraz, Abdelkader
    FUSING DECISION SUPPORT SYSTEMS INTO THE FABRIC OF THE CONTEXT, 2012, 238 : 253 - 263
  • [36] Embedded decision support platform based on multi-agent systems
    Frikha, Tarek
    Chaabane, Faten
    Halima, Riadh Ben
    Wannes, Walid
    Hamam, Habib
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (21) : 32607 - 32633
  • [37] Multi-agent architecture for Intelligent Tutoring Systems interoperability in health education
    Gonzalez, Carolina
    Burguillo, Juan C.
    Llamas, Martin
    MULTI-AGENT SYSTEMS AND APPLICATIONS V, PROCEEDINGS, 2007, 4696 : 331 - 333
  • [38] A MULTI-AGENT ARCHITECTURE FOR INTELLIGENT DATA ANALYSIS
    Queiroz, Jonas F. P.
    Guilherme, Ivan Rizzo
    Batista, Caio Cesar
    ICINCO 2011: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 1, 2011, : 215 - 218
  • [39] A multi-agent architecture for an intelligent Website in insurance
    Jonker, CM
    Lam, RA
    Treur, J
    COOPERATIVE INFORMATION AGENTS III, PROCEEDINGS, 1999, 1652 : 86 - 100
  • [40] An intelligent multi-agent based decision support system for refugee settlement siting
    Drakaki, Maria
    Goren, Hacer Guner
    Tzionas, Panagiotis
    INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2018, 31 : 576 - 588