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Exploratory data mining and data cleaning

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Author: Search for this author Dasu, Tamraparni (author); Johnson, Theodore (author)
Year: [2003]
Publisher: Hoboken, NJ, John Wiley & Sons, Inc.
Series: Wiley Series in Probability and Statistics
Media group: Ausleihbestand
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Branch: Hauptstelle Locations: MA-20 522 Status: available Reservations: 0 Due date: Barcode: 00301353 Floor plans: Floor plan Lending note:

Content

* 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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Details

Author: Search for this author Dasu, Tamraparni (author); Johnson, Theodore (author)
Statement of Responsibility: Tamraparni Dasu, Theodore Johnson, AT&T Labs, Research Division, Florham Park, NJ
Year: [2003]
Publisher: Hoboken, NJ, John Wiley & Sons, Inc.
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Classification: Search for this systematic MA-20
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ISBN: 9780471268512
ISBN (2nd): 0471268518
Description: xii, 203 Seiten, Diagramme
Series: Wiley Series in Probability and Statistics
Tags: Datenverarbeitung; Data mining / LC; Electronic data processing / Data preparation / LC; Electronic data processing / Quality control / LC
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Language: Englisch
Media group: Ausleihbestand