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Lecturer of international conference on bond graph modeling & simulation modeling and simulation (ICBGM'97), Phoenix, Arizona, USA, 12-15 January 1997, p.135-14 ISTE National seminar on 'futhure role of polytechnics in HRD' held at [SCS] Society for Modelling and Simulation International Bernard P. Zeigler, The University of Arizona, USA 2006) Conference held in Bonn, Germany, May 28-31, 2006, editors, ICBGM'95, International Conference on Bond Graph Mod- such a clustering is presented (Lin and Gerla 1997). EM is particularly usehl when MLE of a complete data model is easy as it makes the M-step trivial. Hamerly and Elkan [I41 used a mixture model of a naive Bayes model with EM training for the detection of hard drive failures. 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