Mining with noise knowledge: Error-aware data mining

Publisher:
IEEE-Inst Electrical Electronics Engineers Inc
Publication Type:
Journal Article
Citation:
IEEE Transactions on Systems, Man and Cybernetics (Part A), 2008, 38 (4), pp. 917 - 932
Issue Date:
2008-01
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Real-world data mining deals with noisy information sources where data collection inaccuracy, device limitations, data transmission and discretization errors, or man-made perturbations frequently result in imprecise or vague data. Two common practices ar
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