Data Mining - Couverture rigide

Thuraisingham, Bhavani

Couverture rigide

ISBN 10 : 0849318157 ISBN 13 : 9780849318153

Editeur : CRC Press, 2019

Synopsis

Focusing on a data-centric perspective, this book provides a complete overview of data mining: its uses, methods, current technologies, commercial products, and future challenges.

Three parts divide Data Mining:

Part I describes technologies for data mining - database systems, warehousing, machine learning, visualization, decision support, statistics, parallel processing, and architectural support for data mining

Part II presents tools and techniques - getting the data ready, carrying out the mining, pruning the results, evaluating outcomes, defining specific approaches, examining a specific technique based on logic programming, and citing literature and vendors for up-to-date information

Part III examines emerging trends - mining distributed and heterogeneous data sources; multimedia data, such as text, images, video; mining data on the World Wide Web; metadata aspects of mining; and privacy issues.

This self-contained book also contains two appendices providing exceptional information on technologies, such as data management, and artificial intelligence.

Is there a need for mining? Do you have the right tools? Do you have the people to do the work? Do you have sufficient funds allocated to the project? All these answers must be answered before embarking on a project. Data Mining provides singular guidance on appropriate applications for specific techniques as well as thoroughly assesses valuable product information.

A propos du livre

À propos de l'auteur

Thuraisingham, Bhavani

À propos de la quatrième de couverture

Taking a data-centric perspective, this book provides a complete overview of data mining: its uses, methods, technologies, commercial products, and future challenges. Three parts divide Data Mining: Part I describes technologies for data mining; Part II presents tools and techniques; Part III examines emerging trends. Accessible and self-contained, the book also contains two appendices that provide information on technologies such as data management, and artificial intelligence. The book provides singular guidance on appropriate techniques for specific applications and thoroughly assesses data mining product information.

Détails de l'édition

• Éditeur: CRC Press
• Date d'édition: 2019
• Langue: anglais
• ISBN 10: 0849318157
• ISBN 13: 9780849318153
• Reliure: Relié
• Nombre de pages: 270
• Coordonnées du fabricant: CRC Press; https://www.routledge-ny.com; ; 6000 BROKEN SOUND PARKWAY, NW SUITE 300; BOCA RATON; FL; 33487; Etats-Unis
• Personne responsable: GPSR Kontakt; gpsr@libri.de; ; Europaallee 1; Bad Hersfeld; 36244; Allemagne