[PDF] Top 20 Mining association rules with ontological information
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Mining association rules with ontological information
... of mining association rules with ontological information that presents not only classification but also composition ...proposed with empirical evaluation ... See full document
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Incremental mining of ontological association rules in evolving environments
... of mining association rules with ontological information (called ontological association rules) and devised two efficient algorithms, called AROC and AROS, ... See full document
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Re-mining of ontological association rules under support threshold refinement
... of mining association rules incorporated with domain knowledge (ontology) has attracted lots of researchers’attention ...for mining association rules with ... See full document
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Mining Time Series Data with Fuzzy Association Rules
... 2.1 Association Rules Data mining can be applied to discover the useful patterns and rules by exploring and analyzing a large quantity of ...useful information. In general, data ... See full document
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An Effective Algorithm for Mining Association Rules with Multiple Thresholds
... lexicographic order. Frequent itemsets are computed iteratively in the ascending order of size. Assume the largest frequent itemsets contain k items, it takes k iterations for mining all frequent itemsets. Initial ... See full document
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Mining association rules with multiple minimum supports using maximum constraints
... and Information Engineering, National University of Kaohsiung, Kaohsiung, 811, Taiwan, ...Data mining is the process of extracting desirable knowledge or interesting patterns from existing databases for ... See full document
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Mining Association Rules with Multiple Minimum Supports Using Maximum Constraints
... vary with different ...and association rules under this ...of association rules and large itemsets obtained by the proposed mining algorithm using the maximum constraint are also ... See full document
6
Mining Association Rules in Text
... Multipass with Inverted Hashing and Pruning (MIHP) for mining association rules between words in text ...existing mining algorithms cannot handle ... See full document
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Mining generalized fuzzy association rules from web taxonomic Mining generalized fuzzy association rules from web taxonomic
... fuzzy association rules is an important data-mining task for which many algorithms have been ...fuzzy association rule (CBFAR) to discover generalized fuzzy association rules ... See full document
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Dynamic mining of multi-supported association rules with classification ontology
... data mining is association rule ...data mining analysts usually are confronted with a dynamic environment; the database would be changed over time, and the analysts may need to set different ... See full document
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Efficient mining of generalized association rules with non-uniform minimum support
... Abstract. Mining generalized association rules between items in the presence of taxonomies has been recognized as an important model in data ...generalized association rules confined ... See full document
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Maintenance of Association Rules in Data Mining
... compares these itemsets with the previously retained large and pre-large 1-itemsets. It partitions candidate 1-itemsets into three parts according to whether they are large or pre-large for the original database. ... See full document
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Perfect Hashing Schemes for Mining Association Rules
... generating large itemsets at each level requires two database scans, which leads to poor performance. In this paper we propose perfect hashing schemes to avoid collisions in the hash table. The main idea is to employ a ... See full document
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Mining fuzzy association rules for classification problems
... integral with perception criterion, fuzzy integral with the quadratic criterion, minimum operator, fast heuristic search with the Sugeno integral, simulated annealing with the Sugeno integral, ... See full document
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Using a Hash-Based Method with Transaction Trimming for Mining Association Rules
... of mining association rules among items in a large database of sales ...transactions. Mining association rules means that, given a database of sales transactions, to discover all ... See full document
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Mining generalized fuzzy association rules from web pages
... fuzzy association rules is an important data-mining task for which many algorithms have been ...fuzzy association rule (CBFAR) to discover generalized fuzzy association rules ... See full document
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Fuzzy data mining for interesting generalized association rules
... Transactions with quantitative values and items with hierarchy relation are, however, commonly seen in real-world ...of mining generalized association rules for quantitative ... See full document
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Applying Visualizing Association Rules in Medical Data Mining —An Example of Information Extraction from Severe Acute Respiratory
... Applying Visualizing Association Rules in Medical Data Mining —An Example of Information Extraction from Severe Acute Respiratory.. 中文摘要[r] ... See full document
1
Automated support specification for efficient mining of interesting association rules
... Abstract Mining association rules from large databases of business data is an important topic in data ...the mining of generalized association rules, however, assumed that the ... See full document
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Mining Fuzzy Multiple-Level Association Rules from Quantitative Data
... for mining association rules identify relationships among transactions using binary values and find rules at a single-concept ...Transactions with quantitative values and items ... See full document
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