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Many data analysts require tools which can integrate their database management packages (e.g. Microsoft Access) with their data analysis ones (e.g. SAS, SPSS), and provide guidance for the selection of appropriate mining algorithms. In addition, the analysts need to extract and validate statistical results to facilitate data mining. In this paper, we describe an integrated data mining system called the Linear Correlation Discovery System (LCDS) that meets the above requirement. LCDS consists ofdoi:10.1109/hicss.2000.926650 dblp:conf/hicss/CecilCL00 fatcat:jyphmxcf4jedjad2lpwhfzsctq