Data Preprocessing in Data Mining

Select an Action

Place Hold(s)
Add to My Lists
Email
Print

Title:

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

Holds:
Copies:

Available:*

Library	Material Type	Item Barcode	Shelf Number	Status	Item Holds
Searching... Online Library	E-Book	530494-1001	ONLINE	Searching... Unknown	Searching... Unavailable

Available:*

On Order