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Multi Agent Based Diabetes Diagnosing and Classification with the Aid of Hybrid Firefly-Neural Network

Kiran Tangod, Gururaj Kulkarni
2017 International Journal of Intelligent Engineering and Systems  
A multi agent distributed data mining system for diagnosing diabetes and classification is proposed.  ...  The user agent collects the user symptoms in order to predict the patient status also the knowledge based of the system. Updation agent is responsible for prescribing drugs for the patient.  ...  Proposed Methodology In this paper we have proposed a multi agent in the distributed data mining system for diagnosing diabetes with the aid of firefly-neural network technique.  ... 
doi:10.22266/ijies2017.0430.08 fatcat:yn4f5qhwyndxbdcg3vp6q3by3q

Multi-agent-based System Technologies in Environmental Issues [chapter]

Marina V. Sokolova, Antonio Fernández-Caballero
2009 Information Technologies in Environmental Engineering  
In order to facilitate the workflow of MAS planning and implementation in decision support systems (DSS) applied to EIA, a generalized multi-agent system technology (MAST) is proposed.  ...  The application of multi-agent systems (MAS) to EIA helps operating with distributed decentralized information and generating general decisions and solutions.  ...  Acknowledgements This work is supported in part by the Spanish CICYT TIN2007-67586-C02-02 grant and the Junta de Comunidades de Castilla-La Mancha PBI06-0099 grant.  ... 
doi:10.1007/978-3-540-88351-7_41 dblp:conf/itee/SokolovaF09 fatcat:anym5xrbfrh4jlqwxwxdvojady

Evaluation of Multi-agent Architecture for Structural Damage Detection and Location

Andrés Felipe Quintero-Parra, Jhonatan Camacho-Navarro, Marco Fidel Flórez, Jose Luis Vásquez-González
2017 International Journal of Online Engineering (iJOE)  
In this paper the results of using a Multi-agent system (MAS) for Structural Health Monitoring (SHM) are detailed.  ...  These agents can work in a decentralized way, searching the fulfillment of an individual goal or they can work with another system to achieve a common goal.  ...  Acknowledgment Special thanks to Universidad Simon Bolivar, Universitaria de Investigación y Desarrollo and Universidad de las Américas Puebla UDLAP for their support on our investigation.  ... 
doi:10.3991/ijoe.v13i06.7184 fatcat:fzez7cmmxvenlniznernzu5n4e

A Multi-Agent Based System Architecture for Monitoring Nodes in Local Area Networks

John-Otumu Adetokunbo M, Ojieabu Clement E, Oshoiribhor Emmanuel O
2016 IJARCCE  
The system is effective and efficient, and it is recommended for practical usage.  ...  in nodes in a network environment due to Web based Service Oriented Applications (SOA) that runs on the networks.  ...  The multi-agent based system is recommended for development and practical usage.  ... 
doi:10.17148/ijarcce.2016.57157 fatcat:pgz7krn3fnfzpm4vlh33375ofm

Usability of Multi-agent Based Control Systems in Industrial Automation [chapter]

Ivanka Terzic, Alois Zoitl, Martijn Rooker, Thomas Strasser, Pavel Vrba, Vladimir Mařík
2009 Lecture Notes in Computer Science  
A future adaptive and reconfigurable manufacturing system has to address, beside the requirements for agile and fast reaction to sudden and unpredictable changes in production demands, also the problem  ...  Thus, the usability is a major criterion for the design of future manufacturing systems.  ...  approach consisting of: • a modular, knowledge-based multi-agent architecture for simplifying the development of multi-agent systems, and • a diagnostic and user interaction infrastructure for improving  ... 
doi:10.1007/978-3-642-03668-2_3 fatcat:iw2hdreq4fe4nlhmmz4xcgvnn4

Identification of Relevant Genes with a Multi-Agent System using Gene Expression Data [chapter]

Edna Marquez, Jesus Savage, Christian Lemaitre, Jaime Berumen, Ana Espinosa, Ron Leder
2011 Multi-Agent Systems - Modeling, Interactions, Simulations and Case Studies  
Multi-agent system for gene expression analysis (MAS-GEN) In order to accomplish the process of gene expression analysis using a multi-agent system architecture, we identify four operational agents coordinated  ...  Here we describe a multi-agent system that was used for gene expression analysis in samples of cervical cancer for obtaining specific knowledge about the genetic basis of the cancer.  ...  Some of the operational agent work can be executed in parallel because the agents have sufficient independence.  ... 
doi:10.5772/15754 fatcat:5g5h6qtsg5c3dnri4amfseqx24

Centralized, decentralized, hybrid principles of cyber-physical systems control of the Industry 4.0

D A Zakoldaev, A V Gurjanov, I O Zharinov, O O Zharinov
2019 Journal of Physics, Conference Series  
The task is to develop a control system for multi-agent cyber and physical systems in the Industry 4.0 production.  ...  Three scheme options are available for cyber and physical systems control: a centralized control, a decentralized control and a hybrid one.  ...  Figure 3 . 3 Hybrid control system scheme for cyber and physical systems in a digital production.  ... 
doi:10.1088/1742-6596/1353/1/012143 fatcat:hoxzzu6manaofoddzapzolkmqa

An Agent-Based Inference Engine for Efficient and Reliable Automated Car Failure Diagnosis Assistance

Salama A. Mostafa, Aida Mustapha, Ahmed Abdulbasit Hazeem, Shihab Hamad Khaleefah, Mazin Abed Mohammed
2018 IEEE Access  
The system can be integrated into cars or can be used as a separate gadget to assist the car drivers in car failure diagnosis and repair.  ...  Consequently, this paper proposes an agent-based inference engine for the car failure diagnosis expert system that is named automated car failure diagnosis assistance (ACFDA).  ...  module of a multi-agent system MASC that helps in managing and coordinating the performance of the agents in a system.  ... 
doi:10.1109/access.2018.2803051 fatcat:or26bqoydfeenkf3mbmubs4dim

Architecting an Agent-Based Fault Diagnosis Engine for IEC 61499 Industrial Cyber-Physical Systems

Barry Dowdeswell, Roopak Sinha, Stephen G. MacDonell
2021 Future Internet  
IEC 61499 is a reference architecture for constructing Industrial Cyber-Physical Systems (ICPS).  ...  This article presents the software architecture for an agent-based fault diagnostic engine that equips agents with domain-knowledge of IEC 61499.  ...  Before the Team Manager shown in Figure 6 instructs the agent to begin operating, it provides a set of goals that can include monitoring for fault signatures and executing diagnostic plans.  ... 
doi:10.3390/fi13080190 fatcat:rvip3k6y6vdxjj3hoc2yrqzwdq

Framework Architecture for Improving Healthcare Information Systems using Agent Technology

Hasan Omar Al-Sakran
2015 International Journal of Managing Information Technology  
Intelligent agents play a critical role in providing correct information for diagnostic, treatment, etc.  ...  CBR is used to generate advices to a certain e-healthcare problems by analyzing solutions given to previously solved problems and to build intelligent systems for disease diagnostics and prognosis.  ...  [38] recommended a multi-agent system to support patients searching for healthcare system that is HL7-aware and detects healthcare service providers delivering requested e-healthcare services.  ... 
doi:10.5121/ijmit.2015.7102 fatcat:uj5tkeuthbhiffweex35xsa45q

Biologically-Inspired Condition Monitoring of Civil Engineering Structures

Kay Smarsly
2010 International Journal of Computer and Electrical Engineering  
In this contribution, a novel generation of biologically-inspired structural health monitoring systems is introduced, synergistically coupling sophisticated engineering concepts and technologies stemming  ...  Consequently, there is an urgent need for applying modern structural health monitoring systems to ensure serviceability and structural safety through efficient as well as cost-effective monitoring.  ...  DESIGN AND IMPLEMENTATION OF A SHM SYSTEM PROTOTYPE Nucleus of the agent-based SHM system is a hybrid multi-layer model HMLM that synergistically couples two different paradigms being materialized in two  ... 
doi:10.7763/ijcee.2010.v2.226 fatcat:rx3ry4npdjdijbqxdavm4q4cyq

Multi-Agent Systems for Power Engineering Applications—Part I: Concepts, Approaches, and Technical Challenges

Stephen D. J. McArthur, Euan M. Davidson, Victoria M. Catterson, Aris L. Dimeas, Nikos D. Hatziargyriou, Ferdinanda Ponci, Toshihisa Funabashi
2007 IEEE Transactions on Power Systems  
Part 2 of the paper explores the decisions inherent in engineering multi-agent systems for applications in the power and energy sector and offers guidance and recommendations on how MAS can be designed  ...  INTRODUCTION F OR over a decade the proposed use of multi-agent systems (MAS) to address challenges in power engineering has been reported in IEEE transactions and conference papers.  ...  ACKNOWLEDGMENT The authors would like to acknowledge the input, discussions and efforts of the Multi-Agent Systems Working Group members.  ... 
doi:10.1109/tpwrs.2007.908471 fatcat:mcdtgdcuezemldyyn6l7xkalku

Multi-Agent System for Distributed Cache Maintenance [chapter]

Santhilata Kuppili Venkata, Katarzyna Musial, Samhar Mahmoud, Jeroen Keppens
2017 Lecture Notes in Computer Science  
In this paper, we have modelled the distributed data caching mechanism using multi-agent system allowing to test strategies and algorithms for data placement that later can be incorporated in the real  ...  This study is significant for distributed system applications.  ...  Conclusion & Future work In this paper, we have presented a multi-agent system to model distributed cache system and the study of optimal data placement for cached data to achieve higher performance.  ... 
doi:10.1007/978-3-319-59930-4_13 fatcat:25xiu3snnbcw7k7pgclaek5xja

Multi-agent Systems for Industrial Applications: Design, Development, and Challenges [chapter]

Atalla F.
2011 Multi-Agent Systems - Modeling, Control, Programming, Simulations and Applications  
The communication model for this platform is based on a request/reply pattern. 485 Multi-agent Systems for Industrial Applications: Design, Development, and Challenges www.intechopen.com • In order to  ...  472 Multi-Agent Systems -Modeling, Control, Programming, Simulations and Applications www.intechopen.com 2.  ...  The distributed architecture for MAGIC is based on a multi-agents/multi-level concept.  ... 
doi:10.5772/15696 fatcat:r776nz7qenhxbdnulun7ux5fdq

A REVIEW ON FRAMEWORKS FOR DECISION SUPPORT SYSTEMS FOR ENVIRONMENTAL DOMAINS

Marina V. Sokolova, Antonio Fernández-Caballero, Francisco Gómez
1970 Eidos  
It also compares existing agent-oriented methodologies and frameworks for decision support.  ...  The review is devoted to related research and presents an overview of current research in areas of complex system analysis and decision making by the means of intelligent tools, including those that are  ...  The authors have developed a hybrid system, comprised by CORMAS (COmmon pool Resources and Multi-Agents Systems) and a language Q.  ... 
doi:10.29019/eidos.v0i4.84 fatcat:5zx4cyw7i5gvvpmo22ryovqlwa
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