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Scalable distributed data mining using an agent based architecture


Author(s) : Brian Stafford Ilker Hamzaoglu Ilker Hamzaoglu Hillol Kargupta Hillol Kargupta Brian Stafford, 
Publisher : N/A
Publication Date : 1997
ISSN : N/A
Abstract : Abstract: Algorithm scalability and the distributed nature of both data and computation deserve serious attention in the context of data mining. This paper presents PADMA (PArallel Data Mining Agents), a parallel agent based system, that makes an effort to address these issues. PADMA contains modules for (1) parallel data accessing operations, (2) parallel hierarchical clustering, and (3) webbased data visualization. This paper describes the general architecture of PADMA and experimental results.,