
Next Generation of Data Mining
Chapman & Hall/CRC (Publisher)
1st Edition
Published on 24. December 2008
Book
Hardback
640 pages
978-1-4200-8586-0 (ISBN)
Description
Drawn from the US National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field.
Gathering perspectives from top experts across different disciplines, the book debates upcoming challenges and outlines computational methods. The contributors look at how ecology, astronomy, social science, medicine, finance, and more can benefit from the next generation of data mining techniques. They examine the algorithms, middleware, infrastructure, and privacy policies associated with ubiquitous, distributed, and high performance data mining. They also discuss the impact of new technologies, such as the semantic web, on data mining and provide recommendations for privacy-preserving mechanisms.
The dramatic increase in the availability of massive, complex data from various sources is creating computing, storage, communication, and human-computer interaction challenges for data mining. Providing a framework to better understand these fundamental issues, this volume surveys promising approaches to data mining problems that span an array of disciplines.
Gathering perspectives from top experts across different disciplines, the book debates upcoming challenges and outlines computational methods. The contributors look at how ecology, astronomy, social science, medicine, finance, and more can benefit from the next generation of data mining techniques. They examine the algorithms, middleware, infrastructure, and privacy policies associated with ubiquitous, distributed, and high performance data mining. They also discuss the impact of new technologies, such as the semantic web, on data mining and provide recommendations for privacy-preserving mechanisms.
The dramatic increase in the availability of massive, complex data from various sources is creating computing, storage, communication, and human-computer interaction challenges for data mining. Providing a framework to better understand these fundamental issues, this volume surveys promising approaches to data mining problems that span an array of disciplines.
More details
Language
English
Place of publication
Oxford
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
Professional and scholarly
Professional Practice & Development
Product notice
Paper over boards
Dimensions
Height: 240 mm
Width: 161 mm
Thickness: 39 mm
Weight
1115 gr
ISBN-13
978-1-4200-8586-0 (9781420085860)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Hillol Kargupta | Jiawei Han | Philip S. Yu
Next Generation of Data Mining
Book
10/2019
1st Edition
Chapman & Hall/CRC
€143.80
Shipment within 15-20 days

Hillol Kargupta | Jiawei Han | Philip S. Yu
Next Generation of Data Mining
E-Book
12/2008
1st Edition
Chapman & Hall/CRC
€86.99
Available for download

Hillol Kargupta | Jiawei Han | Philip S. Yu
Next Generation of Data Mining
E-Book
12/2008
Chapman and Hall
€86.99
Available for download
Persons
Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar
Content
Data Mining in e-Science and Engineering. Ubiquitous, Distributed, and High Performance Data Mining. The Web, Semantics, and Text Data Mining. Data Mining in Security, Surveillance, and Privacy Protection. Index.