Search Results - relation of itemsets-binary data

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    A Fast Distributed Algorithm for Association Rule Mining Based on Binary Coding Mapping Relation by Geng, Chen, Wei-wei, Ni, Yu-quan, Zhu, Zhi-hui, Sun

    ISSN: 1007-1202, 1993-4998
    Published: Department of Computer and Engineering,Southeast University,Nanjing 210096, Jiangsu, China%School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang 212013, Jiangsu, China 2006
    “…Association rule mining is an important issue in data mining. The paper proposed an binary system based method to generate candidate frequent itemsets…”
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  2. 2
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    Efficient Associate Rules Mining Based on Topology for Items of Transactional Data by Li, Bo, Pei, Zheng, Zhang, Chao, Hao, Fei

    ISSN: 2227-7390, 2227-7390
    Published: Basel MDPI AG 01.01.2023
    Published in Mathematics (Basel) (01.01.2023)
    “…s. To do so, we deduce a binary relation on itemset, and construct a topology space of itemset based on the binary relation and the quotient lattice of the topology according to transactions of itemsets…”
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    TT-Miner: Topology-Transaction Miner for Mining Closed Itemset by Li, Bo, Pei, Zheng, Qin, Keyun, Kong, Mingming

    ISSN: 2169-3536, 2169-3536
    Published: Piscataway IEEE 2019
    Published in IEEE access (2019)
    “… To this end, we first analyze a binary relation on the set of itemsets in transaction databases, show co-occurrence relation among items, and prove that the relation is reflexive and transitive…”
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