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ICDM
2006
IEEE
128views Data Mining» more  ICDM 2006»
13 years 10 months ago
delta-Tolerance Closed Frequent Itemsets
James Cheng, Yiping Ke, Wilfred Ng
FIMI
2004
239views Data Mining» more  FIMI 2004»
13 years 5 months ago
LCM ver. 2: Efficient Mining Algorithms for Frequent/Closed/Maximal Itemsets
: For a transaction database, a frequent itemset is an itemset included in at least a specified number of transactions. A frequent itemset P is maximal if P is included in no other...
Takeaki Uno, Masashi Kiyomi, Hiroki Arimura
FIMI
2004
279views Data Mining» more  FIMI 2004»
13 years 5 months ago
DCI Closed: A Fast and Memory Efficient Algorithm to Mine Frequent Closed Itemsets
One of the main problems raising up in the frequent closed itemsets mining problem is the duplicate detection. In this paper we propose a general technique for promptly detecting ...
Claudio Lucchese, Salvatore Orlando, Raffaele Pere...
KDD
2010
ACM
223views Data Mining» more  KDD 2010»
13 years 8 months ago
Frequent regular itemset mining
Concise representations of frequent itemsets sacrifice readability and direct interpretability by a data analyst of the concise patterns extracted. In this paper, we introduce an...
Salvatore Ruggieri
DIS
2007
Springer
13 years 8 months ago
Efficient Incremental Mining of Top-K Frequent Closed Itemsets
In this work we study the mining of top-K frequent closed itemsets, a recently proposed variant of the classical problem of mining frequent closed itemsets where the support thresh...
Andrea Pietracaprina, Fabio Vandin