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METHOD AND SYSTEM FOR RETRIEVING, DETECTING AND IDENTIFYING MAIN CLUSTER AND OUTLIER CLUSTER IN LARGE SCALE DATABASE, RECORDING MEDIUM AND SERVER
METHOD AND SYSTEM FOR RETRIEVING, DETECTING AND IDENTIFYING MAIN CLUSTER AND OUTLIER CLUSTER IN LARGE SCALE DATABASE, RECORDING MEDIUM AND SERVER
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机译:在大型数据库,记录介质和服务器中检索,检测和识别主要集群和异常集群的方法和系统
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摘要
PROBLEM TO BE SOLVED: To provide a method and a system for detecting, retrieving and identifying a main cluster and an outlier cluster in a large scale database, and to provide a recording medium and a server. SOLUTION: This method includes a step for generating a document matrix from a preceding document by using at least one attribute, a step for generating a residual matrix scaled on the basis of the document matrix from a prescribed function, a step for performing singular value decomposition to obtain a base vector corresponding to a maximum singular value, a step for reconstructing the residual matrix, dynamically scaling the reconstructed residual matrix and obtaining another base vector, a step for repeating from the singular value decomposition step to the reconstruction step to generate a set of prescribed base vectors, and a step for performing dimensional reduction of the document matrix and detecting, retrieving and identifying a document in a database.
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