Abstract
The application of information technology in the field of biomedicine has become increasingly important over the last several years. This paper presents a multi-agent system that incorporates agents with automatic planning capabilities based on the CBP-BDI (Case Based Planning) (Belief, Desire, Intention) architecture. This agent proposes a new reasoning agent model mechanism that can model complex processes as external services. The agents act as Web services coordinators that implement the four stages of the case-based planning cycle. The multi-agent system has been implemented in a real scenario to classify leukemia patients. The results obtained are presented within this paper and demonstrate the effectiveness of the proposed organizational model.
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De Paz, J.F., Rubio, M.P., González, A. (2010). Dynamic Planning with Bayesian Network Applied in MAS. In: Demazeau, Y., et al. Trends in Practical Applications of Agents and Multiagent Systems. Advances in Intelligent and Soft Computing, vol 71. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-12433-4_14
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DOI: https://doi.org/10.1007/978-3-642-12433-4_14
Publisher Name: Springer, Berlin, Heidelberg
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