Next Generation of Data Mining

ISBN-13: 9781420085860 / Angielski / Twarda / 2008 / 601 str.

Hillol Kargupta; Jiawei Han; Philip S. Yu

Opis

With contributions from leading experts in the data mining community, this volume provides a comprehensive look at the next generation of data mining challenges and applications. It explores the rise of data mining as a research science and the preeminent role it will play in the future. The book focuses on the use of data mining and knowledge discovery tools and techniques in a variety of areas, including e-science, engineering, social science, finance, and medicine. It looks at data mining on the web in search engines and social computing, examines data mining issues in security and surveillance, and explores the latest research on privacy protection. The contributors also discuss new challenges and directions in ubiquitous, distributed high-performance data mining.

Spis treści

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.

O autorze

Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar