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Titlebook: Intelligent Information and Database Systems; 13th Asian Conferenc Ngoc Thanh Nguyen,Suphamit Chittayasothorn,Bogdan Conference proceeding

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Trinh D. D. Nguyen,Loan T. T. Nguyen,Adrianna Kozierkiewicz,Thiet Pham,Bay Vo
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Hoang-Lam Nguyen,Loan T. T. Nguyen,Adrianna Kozierkiewicz
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Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining process. Through this test, we found that one GA for HUIM performed poorly, which indicates the absence of well-defined building blocks and that crossover in that GA was indeed working as a macromutation.
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A Parallelized Frequent Temporal Pattern Mining Algorithm on a Time Series Databaseins the details of each frequent temporal pattern not only from its frequent occurrences in an individual time series but also from its frequent inter-time series associations. As a result, frequent temporal patterns discovered by PTP are more informative with explicit and exact temporal information
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Mining Class Association Rules on Dataset with Missing Datacomplete datasets. The goal of this work is to develop an effective imputation method for mining CARs on incomplete datasets. To show the impact of each imputation method, two cases of imputation will be applied and compared in experiments.
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