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Mining Imperfect Data: Dealing with Contamination and Incomplete Records
Mining Imperfect Data Dealing with Contamination and Incomplete Records
Author: Ronald K. Pearson
This book thoroughly discusses the varying problems that occur in data mining, including their sources, consequences, detection, and treatment. Specific strategies for data pretreatment and analytical validation that are broadly applicable are described, making them useful in conjunction with most data mining analysis methods. Examples illustrat...  more »
ISBN-13: 9780898715828
ISBN-10: 0898715822
Publication Date: 4/1/2005
Pages: 305
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Publisher: SIAM: Society for Industrial and Applied Mathematics
Book Type: Paperback
Members Wishing: 0
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