Data preprocessing in data mining. ([2014])

• Record Type: Book
• Further Information: Note: Salvador García, Julián Luengo, Francisco Herrera.
• Authors: García, Salvador; Luengo, Julián; Dr, Herrera, Francisco
• 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.
• Publisher Details: Cham : Springer
• Publication Date: 2014
• Copyright Date: 2015
• Extent: 1 online resource (xv, 320 pages), illustrations
• Subjects: 006.3; Engineering; Data mining; Electronic data processing -- Data preparation; COMPUTERS -- General; Data mining; Electronic data processing -- Data preparation; Engineering & Applied Sciences; Computer Science; Computers -- Computer Graphics; Computers -- Database Management -- Data Mining; Image processing; Data mining; Computer vision; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319102474; 3319102478; 9783319102467
• Related ISBNs: 331910246X; 9783319102467
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed September 12, 2014).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.