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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書目名稱High-Utility Pattern Mining網(wǎng)絡(luò)公開度




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書目名稱High-Utility Pattern Mining被引頻次學(xué)科排名




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2197-6503 ches, privacy-preserving pattern mining, and pattern visualization. The remaining five chapters describe key techniques and applications, such as discovering concise representations and regular patterns...?.978-3-030-04921-8Series ISSN 2197-6503 Series E-ISSN 2197-6511

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Duy-Tai Dinh,Van-Nam Huynh,Bac Le,Philippe Fournier-Viger,Ut Huynh,Quang-Minh Nguyenwill be derived according to their historical progress and their increasing complexity as well. It will be seen that they all share common structural properties978-3-540-15241-5978-3-642-50094-7Series ISSN 0075-8442 Series E-ISSN 2196-9957

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A Survey of High Utility Sequential Pattern Mining,the downward-closure property used in pattern mining to reduce the search space. This chapter introduces the problem of high utility sequence mining, the state-of-art algorithms, applications, present related problems and research opportunities. A key contribution of the chapter is to also provide a

URN

Efficient Algorithms for High Utility Itemset Mining Without Candidate Generation,abase. By avoiding candidate generation, HUI-Miner can efficiently mine high utility itemsets. To further speed up the construction of utility-lists, HUI-Miner* introduces an improved structure called utility-list* and an horizontal method to construct utility-lists*. Experimental results show that

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Mining High-Utility Irregular Itemsets, . (.), for efficiently mining high-utility irregular itemsets. The new-modified utility list structure (.) is applied for maintaining occurrence information simultaneously with utility value of an itemset and also for fast calculation of total utility of the itemset. Moreover, a new pruning techniq