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Titlebook: Intelligent Information and Database Systems; Third International Ngoc Thanh Nguyen,Chong-Gun Kim,Adam Janiak Conference proceedings 2011

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Multi-response Variable Optimization in Sensor Drift Monitoring System Using Support Vector Regressinction approach. Response surface methodology (RSM) is employed to efficiently determine the optimal values of SVR hyperparameters. The proposed optimization method was confirmed with actual plant data of Kori NPP Unit 3. The results show the trade-off between the accuracy and sensitivity of the model as we expected.
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Granular Representation of Temporal Signals Using Differential Quadraturesbject to the clustering process, namely fuzzy c-means. The centroids of created clusters form a granular vocabulary. Quality of description is quantitatively assessed by reconstruction criterion. Results of numerical experiments are presented, which incorporate exemplary biomedical signal, namely electrocardiographic signal.
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A Block-Structured Model for Source Code Retrievalsess different stemming and stop-word filtering processes used in building the source code index. Finally, to provide a flexible code search scheme, we also propose a block-specified query scheme. Experimental results indicate that our approach provides a more flexible code search mechanism that results in a higher number of relevant items.
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RECA Components in Rough Extended Clustering Frameworkuster representitives. In the paper, in the .ough .xtended .lustering .ramework, the basic RECA (.ough .ntropy .lustering .lgorithms) construction blocks or components have been introduced and presented on illustrative examples. The introduced RECA components create starting point into data analysis performed on the . and . framework.
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A Method for Scheduling Heterogeneous Multi-Installment Systems this paper, we present some closed-form formulas for the different steps of scheduling jobs in this type of systems. The results of our experiments show the proposed method gave better performances than the Hsu et al.’s method.
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