Data Preprocessing in Data Mining
by
 
García, Salvador. author.

Title
: 
Data Preprocessing in Data Mining

Author
: 
García, Salvador. author.

ISBN
: 
9783319102474

Edition
: 
1st ed. 2015.

Physical Description
: 
XV, 320 p. 41 illus. online resource.

Series
: 
Intelligent Systems Reference Library, 72

Contents
: 
Introduction -- Data Sets and Proper Statistical Analysis of Data Mining Techniques -- Data Preparation Basic Models -- Dealing with Missing Values -- Dealing with Noisy Data -- Data Reduction -- Feature Selection -- Instance Selection -- Discretization -- A Data Mining Software Package Including Data Preparation and Reduction: KEEL.

Subject Term
: 
Computational intelligence.
 
Computer vision.
 
Data mining.
 
Data Mining and Knowledge Discovery.

Added Author
: 
Luengo, Julián.
 
Herrera, Francisco.

Added Corporate Author
: 
SpringerLink (Online service)

Electronic Access
: 
https://doi.org/10.1007/978-3-319-10247-4


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book530494-1001ONLINEElektronik Kütüphane