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Titlebook: High-Utility Pattern Mining; Theory, Algorithms a Philippe Fournier-Viger,Jerry Chun-Wei Lin,Vincent Book 2019 Springer Nature Switzerland

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楼主: Clinton
发表于 2025-3-27 00:32:06 | 显示全部楼层
Mining High-Utility Irregular Itemsets,thods and data structures have been proposed to improve efficiency of mining for such itemsets. Besides, HUIM is extended in several aspects including the regarding of “regularity or irregularity of occurrence” on high utility itemsets. This leads to the emerging of high-utility regular itemsets min
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A Survey of Privacy Preserving Utility Mining,fit or weight) in transaction or sequence databases. HUPM can be applied in various fields such as market basket analysis, website clickstream analysis, stock market analysis, retail and bioinformatics. In the era of information technology, it has become easy to locate and access information. A grea
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Metaheuristics for Frequent and High-Utility Itemset Mining,thods, which explore very large search spaces to find near-optimal solutions in a reasonable time. Some metaheuristics are inspired by biological and physical phenomenons. During the last two decades, two population-based methods named evolutionary algorithms and swarm intelligence have shown high e
发表于 2025-3-27 14:43:42 | 显示全部楼层
Mining Compact High Utility Itemsets Without Candidate Generation,ucial problem that too many HUIs tend to be produced. This seriously degrades the performance of HUI mining in terms of execution and memory efficiency. Moreover, it is very hard for users to discover meaningful information in a huge number of HUIs. In this paper, we address this issue by proposing
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Loan T. T. Nguyen,Thang Mai,Bay Vodel, where agents may rearrange their portfolios at every time t ∈ [O,T]. For that purpose continuous-time selffinancing trading strategies are introduced in Section 4.1. Continuous-time selffinancing trading strategies allow for continuously rearranging the basic securities without requiring nor ge
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