Artificial intelligence and multi-agent software for e-health knowledge management system

Furmankiewicz, Małgorzata; Sołtysik-Piorunkiewicz, Anna; Ziuziański, Piotr

doi:10.15611/ie.2014.2.05

Cited by 12 publications

(9 citation statements)

References 4 publications

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“…MAS technology is being applied to several industrial applications in a CPS context, namely smart production (see for example [8,[11][12][13][14][15]), smart electric grids [16][17][18]), smart logistics [12]) and smart healthcare [19,20]). This section briefly surveys and discusses existing industrial agent-based applications focusing the smart production, smart electric grids, and smart logistics domains.…”

Section: Industrial Applications Of Smart Agents In Cps Contextmentioning

confidence: 99%

Smart Agents in Industrial Cyber–Physical Systems

Karnouskos²,

et al. 2016

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Abstract-Future industrial systems can be realized using the Cyber-Physical Systems (CPS) that advocate the co-existence of cyber and physical counterparts in a network structure to perform the system's functions in a collaborative manner. MultiAgent systems share common ground with CPS and can empower them with a multitude of capabilities in their efforts to achieve complexity management, decentralization, intelligence, modularity, flexibility, robustness, adaptation, and responsiveness. This work surveys and analyzes the current state of the industrial application of agent technology in CPS, and provides a vision on the way agents can effectively enable emerging CPS challenges.

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Section: Industrial Applications Of Smart Agents In Cps Contextmentioning

confidence: 99%

Smart Agents in Industrial Cyber–Physical Systems

Karnouskos²,

et al. 2016

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“…DSS based Context-aware knowledge is also proposed that can gather data from their environment and take decisions accordingly [44].…”

Section: Smart Home/healthcare Facilitating Toolsmentioning

confidence: 99%

Artificial Intelligence in Bio-Medical Domain

Salman¹,

Ahmed²,

Khan³

et al. 2017

ijacsa

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Abstract-In this era and in the future, artificially intelligent machines are replacing and playing a key role to enhance human capabilities in many areas. It is also making life style better by providing convenience to all including normal human beings and professionals as well. That is why AI is gaining huge attention and popularity in the field of computer science by which it has revolutionized the rapidly growing technology known as expert system. The applications of AI are working in many areas with huge impact and being used widely as well. AI provides quality and efficiency in almost every area, we are evolving it in. The main purpose of this paper is to explore the area of medical and health-care with respect to AI along with 'Machine Learning', and 'Neural Networks'. This work explores the current use of AI in innovations, in the particular field of Bio-Medical and evaluated that how it has improved hospital inpatient care and other sectors related to it i.e. smart medical home, virtual presence of doctors and patients, automation in diagnostic, etc. that has changed the infrastructure of medical domain. Finally, an investigation of some expert systems and applications is made. These systems and applications are widely used throughout the world and a ranking mechanism of their performance has proposed accordingly in an organized manner. We hope, this work will be helpful for the researchers coming to this particular area and to provide a syntactic information that how computer science (i.e. AI, ANN, ML) is revolutionizing the field of biomedical and healthcare.

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“…Due to the aforementioned advantages, agent-based technology has been successfully applied to various industrial environments mainly in research projects and laboratory experiments. Promising industrial application fields are in the domain of smart production systems [3], [5], intelligent power and energy systems (i.e., Smart Grids) [6], [7], smart logistics [8], but also in the area of smart healthcare [9].…”

Section: Software Agents Vs Industrial Agentsmentioning

confidence: 99%

Analyzing standardization needs for applying agent technology in industrial environments

Leitão

Strasser

2016

2016 IEEE 25th International Symposium on Industrial Electronics (ISIE)

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Multi-agent systems can play an important role in the realization of cyber-physical systems by providing intelligence, flexibility, robustness, self-adaptation, and selforganization to them. In spite of the promising perspective offered and concretized by the deployment of multi-agent systems in a few industrial systems and in several laboratory applications, its industrial adoption is far from the expected widely usage. Beside other issues, standardization is being identified as a critical aspect for this status and requires the need to be compliant with existing industrial practices but also a special effort to influence the specifications of existing standards and/or the introduction of new ones. The main objective of this paper is to analyze necessary standardization needs for applying and deploying agent-based technology in industrial environments, addressing industrial requirements imposed by different application fields.

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Artificial intelligence and multi-agent software for e-health knowledge management system

Cited by 12 publications

References 4 publications

Smart Agents in Industrial Cyber–Physical Systems

Smart Agents in Industrial Cyber–Physical Systems

Artificial Intelligence in Bio-Medical Domain

Analyzing standardization needs for applying agent technology in industrial environments

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