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Titlebook: Intelligent Data Engineering and Automated Learning -- IDEAL 2010; 11th International C Colin Fyfe,Peter Tino,Hujun Yin Conference proceedi

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New Application of Graph Mining to Video Analysis,covers knowledge without supervision to realize unsupervised image analysis. In particular, we present a background subtraction algorithm from videos in which the background model is acquired without supervision. The targets of our algorithm are videos in which a moving object passes in front of a s
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Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of G tasks in the environmental context. In particular RBFN is applied to solve the problem of snow cover thickness estimation in which critical aspects such as minimal training condition, weak pattern description and inconsistency among data arise. The RBFN shows good performances and high flexibility
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A Comparison of Three Voting Methods for Bagging with the MLEM2 Algorithm,voting, based on support (a non-democratic voting in which ensembles vote with their strengths), strength only (an ensemble with the largest strength decides to which concept a case belongs) and democratic voting (each ensemble has at most one vote) were used. Our conclusions are that though in most
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Multi-Agent Architecture with Support to Quality of Service and Quality of Control,table flexibility to give support to implied heterogeneity in cyber-physical systems. Quality of Service (QoS) and Quality of Control (QoC) parameters are commonly utilized to evaluate the efficiency of the communications and the control loop. Agents can use the quality measures to take a wide range
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