Bhavani Thuraisingham, Thuraisingham Thuraisingham, Thuraisingham

Data Mining

Technologies, Techniques, Tools, and Trends

• Gebundenes Buch

Produktbeschreibung

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. TOC:Overview.- Data Minig technologies.- Types of data Mining.- Techniques for data mining.- Models for data mining.- Prototypes.- Products.- Data mining and the WWW.- Security, privacy, integrity, and quality.- Application Domains.- Challenges in data mining.- Conclusion.

Produktdetails

• Verlag: Bsp Books Pvt. Ltd. / CRC Press
• Seitenzahl: 288
• Erscheinungstermin: 1. Januar 1999
• Englisch
• Abmessung: 244mm x 167mm x 21mm
• Gewicht: 585g
• ISBN-13: 9780849318153
• ISBN-10: 0849318157
• Artikelnr.: 22404309

Autorenporträt

Bhavani Thuraisingham

Inhaltsangabe

Introduction Database Systems Data Warehousing Some Other Technologies for
Data Mining Architectural Support for Data Mining Data Mining from Start to
Finish Data Mining Outcomes, Approaches, and Techniques Logic Programming
as a Data Mining Technique Data Mining Tools Mining Distributed,
Heterogeneous, and Legacy Databases Data Mining on Multimedia Data Data
Mining and the World Wide Web Security and Privacy Issues of Data Mining
Metadata Aspects of Mining Summary and Directions References Appendices
Data Management Artificial Intelligence