Integrating Data Mining and Agent Based Modeling and Simulation
- Cite this paper as:
- Baqueiro O., Wang Y.J., McBurney P., Coenen F. (2009) Integrating Data Mining and Agent Based Modeling and Simulation. In: Perner P. (eds) Advances in Data Mining. Applications and Theoretical Aspects. ICDM 2009. Lecture Notes in Computer Science, vol 5633. Springer, Berlin, Heidelberg
In this paper, we introduce an integration study which combines Data Mining (DM) and Agent Based Modeling and Simulation (ABMS). This study, as a new paradigm for DM/ABMS, is concerned with two approaches: (i) applying DM techniques in ABMS investigation, and inversely (ii) utilizing ABMS results in DM research. Detailed description of each approach is presented in this paper. A conclusion and the future work of this (integration) study are given at the end.
KeywordsAgents Agent Based Modeling and Simulation Data Mining KDD (Knowledge Discovery in Databases) Process
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