[PDF] Top 20 Fuzzy data mining for interesting generalized association rules

... of mining generalized association rules for quantitative ...propose fuzzy generalized rules mining algorithm for extracting implicit knowledge from ... See full document

... of fuzzy association rules is an important data-mining task for which many algorithms have been ...cluster-based fuzzy association rule (CBFAR) to discover ... See full document

... discovery of more general and important knowledge from data. Relevant taxonomies of data items are thus usually predefined in real-world applications. An item may, however, belong to different classes in ... See full document

... of fuzzy association rules is an important data-mining task for which many algorithms have been ...cluster-based fuzzy association rule (CBFAR) to discover ... See full document

... OF FUZZY ASSOCIATION RULES Song and Chissom indicate that traditional forecasting methods are not suited to data composed of linguistic ...values. Fuzzy time series method is the ... See full document

... Abstract Mining association rules from large databases of business data is an important topic in data ...the mining of generalized association rules, ... See full document

... of data mining techniques for the discovery of knowledge from training samples for classification problems in industrial engineering is necessary in applications, such as group ...discover ... See full document

... and data-mining techniques have been developed to turn data into useful task-oriented ...algorithms for mining association rules identify relationships among transactions ... See full document

... associations mining, there are many unexplored issues deserved further ...investigation. For example, the study can be extended to a more general model that incorporates multiple minimum supports, weights ... See full document

... Abstract. Mining generalized association rules with fuzzy taxonomic structures has been recognized as an important extension of generalized associations mining ... See full document

... indirect association refers to an infrequent itempair, each item of which is highly co-occurring with a frequent itemset called ...vealing interesting information hidden in many applications, such as recom- ... See full document

... two-phase fuzzy data mining technique that can findfuzzy association rules for classification problems basedon SFPBM proposed by Hu et ...non-redundant fuzzy if–then ... See full document

... Abstract. Mining generalized association rules between items in the presence of taxonomies has been recognized as an important model in data ...on generalized association ... See full document

... resources, mining useful information from large databases has become one of the most important issues in information research for ...users. Data warehousing plays the key role in providing ... See full document

... leading generalized association mining algorithms, Cumulate and Stratify, to the whole updated ...IBM data generator [2] were used in the ...settings for synthetic data are shown ... See full document

... of association rules and frequency episode ...the fuzzy clustering technique to cluster network ...possible rules using the fuzzy association rule technology from each cluster in ... See full document

... Keywords: Data mining, generalized association rules, frequent itemsets, evolving ...Introduction Mining association rules from a large database of business ... See full document

... assumed, for simplicity, the item taxonomy is arranged as hierarchy tree, the proposed algorithms indeed can handle the taxonomy organized as directed acyclic graph or ...of data sources not in ... See full document

... Keywords: Data mining; Fuzzy partition; Association rules; Decision making ...in data processing and support of business operations, and there the size has grown ...rapidly. ... See full document

... technologies for Internet comput- ing, data/document warehousing, and data/text ...the Association for Com- puting Machinery, Special Interest Group on Management of ... See full document