Ren Zai-an

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First, this paper introduces relation regulation in data mining, then an efficient algorithm SLIG (single-level large itemsets generation) based on relation theory and "AND" operation on recognizable vectors was proposed. SLIG transforms the production process of frequent itemset to the vector calculation process with relationship matrix but only needs to(More)
Weka4WS adopts the WSRF technology for implementing remote data mining algorithms and dealing with distributed computation, a WSRF-compliant Web service is used to carry out all the data mining algorithms provided by the Weka library. This paper describes Weka4WS, a framework that extends the widely used open source Weka toolkit to support distributed data(More)
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