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The main focus of this paper discussion was on mining and its set of techniques used in an automated approach to exhaustively explore and bring to the surface complex relationships in very large datasets. We discussed how a decision support process can be used to search for patterns of information in data. And also discussed different techniques for finding and describing structural patterns in data as well. Knowledge Discovery is a concept that describes the process of automatically searchingdoi:10.24297/ijmit.v7i1.714 fatcat:x4qnbfzb2nbzxa5xr46x3n7gdy