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Generating Software Agents for Data Mining: An Example for the Health Data Area

Reinier Morejon, Marx Viana, Carlos José Lucena
2017 Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering  
Software agents can play a significant role performing data mining processes in ways that are more efficient.  ...  For a first usage scenario, we use a data set for hypothyroidism and run two mining processes in parallel.  ...  JADE The Java Agent Development Framework (JADE) is a software framework to support the development of agent applications in compliance with the FIPA 2000 specifications for interoperable intelligent multi-agent  ... 
doi:10.18293/seke2017-086 dblp:conf/seke/MorejonVL17 fatcat:xjoasctjvrb6lidjv6wmznt6ae

Framework Architecture for Improving Healthcare Information Systems using Agent Technology

Hasan Omar Al-Sakran
2015 International Journal of Managing Information Technology  
The proposed solution combines intelligent agent technology and case based reasoning for highly distributed applications in healthcare environment.  ...  Intelligent agents play a critical role in providing correct information for diagnostic, treatment, etc.  ...  procedures, prescriptions and recommendations; and creation of cooperative techniques for agents in a distributed medical environment.  ... 
doi:10.5121/ijmit.2015.7102 fatcat:uj5tkeuthbhiffweex35xsa45q

Practical Applications of Ontology-based multi-agent systems for PPHIIS

Xiaobao Li, Xiaoyan Liu, Xiaodong Fu, Feng Wang
2014 Journal of Software  
This study presents an ontology-based and multi-agent system for PPHIIS assessment, an integrated information system for the health of People's Police (PPHIIS) was investigated, and an ontology model was  ...  Meanwhile, a level of abstraction at which we envisage integrated systems carrying out cooperative work by inter-operating globally across networks connecting police, hospitals and terminals was offered  ...  ACKNOWLEDGMENT The research presented in this paper was supported within the framework of integrated information system for the health of people's police of Beijing municipal public security bureau-"PPHIIS-I  ... 
doi:10.4304/jsw.9.9.2315-2321 fatcat:vbfo7zcanrb6pp2yk2nuzg6y7m

The CREDO stack: Theory to practice in cognitive systems engineering

John Fox
2015 2015 SAI Intelligent Systems Conference (IntelliSys)  
CREDO is a framework for understanding and designing cognitive systems.  ...  It has evolved through a long program of empirical studies and engineering of practical AI systems in medicine, and it is now being used for an increasing range of applications.  ...  Applications were implemented using logic programming techniques (Fox et al, 1990b) and we found SDT to be a versatile and extensible framework for implementing decision support systems in the medical  ... 
doi:10.1109/intellisys.2015.7361082 fatcat:nvcnrkjmfrgdhbkbdf5nxm5dkq

Web Services Based Information Retrieval Agent System for Cloud Computing

Yu Mon Zaw, Nay Min Tun
2012 International Journal of Computer Applications Technology and Research  
Therefore, this research mainly focus on providing a framework for retrieving information from Cloud usi ng composite Web Services by means of Multi-Agent System.  ...  So, there should be a possibility to combine existing services together in order to fulfil the request. To compose Web Services, Agents can give great help.  ...  The proposed system framework is intended to apply in Medical field. We have already assumed that a private Medical Cloud Environment was been founded.  ... 
doi:10.7753/ijcatr0201.1014 fatcat:un4d7nnn7fdvpnrekgq4qker6m

An Agent-based Knowledge Management Framework for Electronic Health Record Interoperability

Fang Cao, Norm Archer, Skip Poehlman
2009 Journal of Emerging Technologies in Web Intelligence  
First, a loose coupling between EHR formats and software engineering of the application allows the agent based framework to be flexible for on-line reconfiguration and deployment.  ...  In recent years, the dramatic increase in the use of information technology for healthcare has resulted in much innovative research on eHealth applications.  ...  A Service Oriented Framework with Agent Support A service-oriented architecture (SOA) is a software architectural concept where applications are partitioned into discrete units of functionality called  ... 
doi:10.4304/jetwi.1.2.119-128 fatcat:ckyv4veshfeotazugghvf5i3pq

Applications of Intelligent Agents [chapter]

N. R. Jennings, M. Wooldridge
1998 Agent Technology  
Medical Applications Medical informatics is a major growth area in computer science: new applications are being found for computers every day in the health industry.  ...  This design is then refined into a multi-agent environment for constructing cooperative applications based on this model (cf. the DASEDIS framework of Burmeister et al.).  ... 
doi:10.1007/978-3-662-03678-5_1 fatcat:dml6uqzrm5c2hk7psvvpqo4moq

Multi-Agent based Functional Testing in the Distributed Environment

Muhammad Fraz, M. N., Uzma Bibi, Muhammad Ayaz
2017 International Journal of Advanced Computer Science and Applications  
This study shows that the use of agents to build a dynamic model for software testing in the distributed environment results in a more robust and efficient design.  ...  The process of testing applications in the distributed environment becomes too complex. This study discusses a distributed testing framework that consists of many parallel tester components.  ...  The cooperative nature of the multi-agents in this study is expected to enhance the multi-agent based software testing frameworks. III.  ... 
doi:10.14569/ijacsa.2017.080818 fatcat:hasrufiqwbbozjltizniskpc6q

A Personal Medical Digital Assistant Agent for Supporting Human Operators in Emergency Scenarios [chapter]

Angelo Croatti, Sara Montagna, Alessandro Ricci
2017 Lecture Notes in Computer Science  
Nowadays, the impressive development of mobile and wearable/eyewear computing technologies allows for designing novel kind of Personal Medical Digital Assistant Agents (PMDA) supporting healthcare professionals  ...  In this paper, after discussing some general aspects of this kind of personal agents, we describe a concrete case study in healthcare, about trauma documentation and management in Emergency Department-a  ...  Personal Medical Digital Assistant Agents based on Wearables Software Personal Agents for Eyewear Computing Personal assistants are a well-known application of software agents [17, 15, 21] .  ... 
doi:10.1007/978-3-319-70887-4_4 fatcat:fvp7evmlrjetbb3dayzfqkxjxu

Intelligent Features Within the J-Sim Simulation Environment [chapter]

Nada Meskaoui, Dominique Gaiti, Karim Kabalan
2004 Lecture Notes in Computer Science  
The main objectives of our framework is to encourage the deployment of techniques characterized by a high level of intelligence -inspired from the artificial intelligence domain in networking.  ...  For this reason, we build an extension, with intelligent capabilities, to the J-Sim simulation environment.  ...  A multi-agent system is a group of agents able to interact and cooperate in order to reach a specific objective.  ... 
doi:10.1007/978-3-540-30179-0_13 fatcat:2npaoz2c6ndenagp3as2wcldxe

An integrated role-based approach for modeling, designing and implementing multi-agent systems

Xiaoqin Zhang, Haiping Xu, Bhavesh Shrestha
2007 Journal of the Brazilian Computer Society  
In this paper, we present an integrated approach for modeling, designing and implementing multi-agent systems using RADE. We describe the design of agents and motivations within such framework.  ...  This representation enables the reuse of general planning/scheduling and collaboration/cooperation mechanisms developed in multi-agent system research community.  ...  Decker for a variety of software and mechanisms developed in UMass Multi-Agent Systems lab, including JAF, TAEMS , MQ and GPGP.  ... 
doi:10.1590/s0104-65002007000200005 fatcat:kuu4v6qcgndavnvsjtdqga7u3m

An integrated role-based approach for modeling, designing and implementing multi-agent systems

Xiaoqin Zhang, Haiping Xu, Bhavesh Shrestha
2007 Journal of the Brazilian Computer Society  
In this paper, we present an integrated approach for modeling, designing and implementing multi-agent systems using RADE. We describe the design of agents and motivations within such framework.  ...  This representation enables the reuse of general planning/scheduling and collaboration/cooperation mechanisms developed in multi-agent system research community.  ...  Decker for a variety of software and mechanisms developed in UMass Multi-Agent Systems lab, including JAF, TAEMS , MQ and GPGP.  ... 
doi:10.1007/bf03192409 fatcat:5akwqoiszbeypi47t7kohbinum

An infrastructure for cooperation and communication in an advanced clinical information system

K Kuhn, M Reichert, M Nathe, T Beuter, P Dadam
1994 Proceedings. Symposium on Computer Applications in Medical Care  
In a research project, organizational and technological requirements for an advanced clinical information system have been analysed, and a concept has been developed.  ...  The concept is based on an open systems approach, with a reliable and secure communication infrastructure. In addition, monitoring facilities are provided.  ...  These agents cooperate in order to support the planning, supervision and execution of complex medical activities according to medical guidelines.  ... 
pmid:7949982 pmcid:PMC2247729 fatcat:4bq7wjtk4zhodmcj4sia4mydre

A Collaborative Multi-agent Based Workflow System [chapter]

Bastin Tony, Roy Savarimuthu, Maryam Purvis
2004 Lecture Notes in Computer Science  
Agent based workflow systems are being discussed by many researchers for a long time. In this paper we present a new collaborative approach for workflow systems.  ...  This framework would help us study the social behavior of real life resources represented by the agents in an agent-based workflow system.  ...  There would be a repository for ontologies specific to the workflow system as well as repositories for domain specific application (software development, medical information system etc).  ... 
doi:10.1007/978-3-540-30133-2_158 fatcat:i4ipepx7j5a6zkui7jimcoye5m

Integrated Analysis Framework for Improving Production Processes in Software-intensive Systems

Wikan Danar Sunindyo
2013 Procedia Technology - Elsevier  
We propose an integrated analysis framework for improving production process in the production automation systems.  ...  Software-intensive systems involve the using of software engineering that cooperate with other engineering fields to achieve common goals, e.g., to provide good quality products to the customers in the  ...  Cruickshank et al proposed a validation metrics framework for safety-critical software-intensive systems [6] .  ... 
doi:10.1016/j.protcy.2013.12.278 fatcat:afkob4j2wzduzlsiszdvfwldpe
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