Data Preprocessing in Data Mining

Inbunden, Engelska, 2014

Av Salvador García, Julián Luengo, Francisco Herrera, Salvador Garcia, Julian Luengo, Francisco Luengo, Julián

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Data preprocessing includes the data reduction techniques, which aim at reducing the complexity of the data, detecting or removing irrelevant and noisy elements from the data.This book is intended to review the tasks that fill the gap between the data acquisition from the source and the data mining process.

Produktinformation

Utgivningsdatum2014-09-11
Mått155 x 235 x 24 mm
Vikt670 g
FormatInbunden
SpråkEngelska
SerieIntelligent Systems Reference Library
Antal sidor320
Upplaga2015
FörlagSpringer International Publishing AG
ISBN9783319102467

Tillhör följande kategorier

Systemvetenskap och AI inom Data och it
Artificiell intelligens inom Data och it
Databaser inom Data och it

From the book reviews: "This book is a comprehensive collection of data preprocessing techniques used in data mining. Any readers who practice data mining will find it beneficial ... . This book is an excellent guideline in the topic of data preprocessing for data mining. It is suitable for both practitioners and researchers who would like to use datasets in their data mining projects." (Xiannong Meng, Computing Reviews, December, 2014)