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nexusstc/Next generation of data mining/51fa7460e05e1fe40f859df651288cb1.pdf
Next generation of data mining : [drawn from the U.S. National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07) ; held in October, 2007 at Baltimore 🔍
Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar Chapman and Hall/CRC, Chapman & Hall/CRC Data Mining and Knowledge Discovery Series, 1, 2008
英语 [en] · PDF · 22.6MB · 2008 · 📘 非小说类图书 · 🚀/duxiu/lgli/lgrs/nexusstc/zlib · Save
描述
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.
备用文件名
lgli/Kargupta H., Han J., Yu P.S., Motwani R., Kumar V. (eds.) Next Generation of Data Mining (CRC, 2008)(ISBN 1420085867).pdf
备用文件名
lgrsnf/Kargupta H., Han J., Yu P.S., Motwani R., Kumar V. (eds.) Next Generation of Data Mining (CRC, 2008)(ISBN 1420085867).pdf
备用文件名
zlib/Computers/Networking/Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar/Next generation of data mining_539789.pdf
备选标题
Next Generation of Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery)
备选作者
Jiawei Han; Hillol Kargupta; NGDM 07; NSF Next Generation of Data Mining Symposium; Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation
备用出版商
Technomic Publishing Co., Inc.
备用出版商
Taylor & Francis Group,LLC
备用出版商
CRC Press, Chapman & Hall
备用出版商
CRC Press LLC
备用版本
Chapman & Hall/CRC data mining and knowledge discovery series, Boca Raton, Fla, Florida, 2008
备用版本
Chapman & Hall/CRC data mining and knowledge discovery series, Boca Raton, Fla, ©2009
备用版本
CRC Press (Unlimited), Boca Raton, Fla, 2009
备用版本
United States, United States of America
元数据中的注释
1
元数据中的注释
lg111572
元数据中的注释
{"edition":"1","isbns":["1420085867","9781420085860"],"last_page":617,"publisher":"Chapman & Hall","series":"Chapman & Hall/CRC Data Mining and Knowledge Discovery Series"}
元数据中的注释
Includes bibliographical references and index.
备用描述
"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."--Jacket
备用描述
Drawn from the US National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), this work explores technologies and applications in data mining as well as potential challenges faced by the field
开源日期
2009-08-06
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