Exploratory Data Mining and Data Cleaning
Language: English
Published by John Wiley & Sons Inc, 2003
- Hardcover
- New
Seller: Kennys Bookstore, Olney, MD, U.S.A.Kennys Bookstore
AbeBooks seller since October 9, 2009
Condition: New
£ 195.68
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Add to basketItem description from seller
This reference book develops a systematic process of data exploration, data cleaning and evolving a suitable modelling strategy to help analysts determine and implement a final technique. Series: Wiley Series in Probability and Statistics. Num Pages: 224 pages, Illustrations. BIC Classification: UNC. Category: (P) Professional & Vocational. Dimension: 242 x 164 x 20. Weight in Grams: 508. . 2003. 1st Edition. Hardcover. . . . . Books ship from the US and Ireland.
Seller Inventory # V9780471268512
- Title
- Exploratory Data Mining and Data Cleaning
- Author
- Tamraparni Dasu
- Publisher
- John Wiley & Sons Inc
- Publication year
- 2003
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0471268518
- ISBN 13
- 9780471268512
- Written for practitioners of data mining, data cleaning and database management.
- Presents a technical treatment of data quality including process, metrics, tools and algorithms.
- Focuses on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge.
- Addresses methods of detecting, quantifying and correcting data quality issues that can have a significant impact on findings and decisions, using commercially available tools as well as new algorithmic approaches.
- Uses case studies to illustrate applications in real life scenarios.
- Highlights new approaches and methodologies, such as the DataSphere space partitioning and summary based analysis techniques.
Exploratory Data Mining and Data Cleaning will serve as an important reference for serious data analysts who need to analyze large amounts of unfamiliar data, managers of operations databases, and students in undergraduate or graduate level courses dealing with large scale data analys is and data mining.
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About the Author
"About the title" may belong to another edition of this title.
Kennys Bookstore
Olney, MD, U.S.A.
AbeBooks seller since October 9, 2009
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