Breadcrumbs Section. Click here to navigate to respective pages.
Book
Book
Next Generation of Data Mining
DOI link for Next Generation of Data Mining
Next Generation of Data Mining book
Next Generation of Data Mining
DOI link for Next Generation of Data Mining
Next Generation of Data Mining book
Edited ByHillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar
Edition 1st Edition
First Published 2008
eBook Published 22 December 2008
Pub. Location New York
Imprint Chapman and Hall/CRC
Pages 601
eBook ISBN 9780429147562
Subjects Computer Science, Engineering & Technology, Mathematics & Statistics
Share
Get Citation
Kargupta, H., Han, J., Yu, P.S., Motwani, R., & Kumar, V. (Eds.). (2008). Next Generation of Data Mining (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/9781420085877
ABSTRACT
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 di
TABLE OF CONTENTS
part |2 pages
Part I Data Mining in e-Science and Engineering
chapter 1|26 pages
Research Challenges for Data Mining in Science and Engineering
ByJiawei Han, Jing Gao
chapter 2|20 pages
Detecting Ecosystem Disturbances and Land Cover Change Using Data Mining
ByShyam Boriah, Vipin Kumar, Michael Steinbach, Pang-Ning Tan, Christopher Potter, Steven Klooster
chapter 3|20 pages
Efficient Data-Mining Methods Enabling Genome-Wide Computing
ByWei Wang, Leonard McMillan, David Threadgill, and Fernando Pardo-Manuel de Villena
chapter 4|22 pages
Mining Frequent Approximate Sequential Patterns
ByFeida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu
part |2 pages
Part II: Ubiquitous, Distributed, and High Performance Data Mining
chapter 6|14 pages
Thoughts on Human Emotions, Breakthroughs in Communication, and the Next Generation of Data Mining
ByHillol Kargupta
chapter 7|20 pages
Research Challenges in Ubiquitous Knowledge Discovery
ByMichael May, Bettina Berendt, Antoine Cornue´jols, Joa˜o Gama, Fosca Giannotti, Andreas Hotho, Donato Malerba, Ernestina Menesalvas, Katharina Morik, Rasmus Pedersen, Lorenza Saitta, Yu¨cel Saygin, Assaf Schuster, and Koen Vanhoof
chapter 8|20 pages
High-Performance Distributed Data Mining
BySanchit Misra, Ramanathan Narayanan, Daniel Honbo, Alok Choudhary
chapter 9|38 pages
User-Centered Biological Information Location by Combining User Profiles and Domain Knowledge
ByJeffrey E. Stone, Xindong Wu, Marc Greenblatt
chapter 11|20 pages
Service-Oriented Architectures for Distributed and Mobile Knowledge Discovery
ByDomenico Talia, Paolo Trunfio
chapter 12|18 pages
Discovering Emergent Behavior from Network Packet Data: Lessons from the Angle Project
ByRobert L. Grossman, Michael Sabala, Yunhong Gu, Anushka Anand, Matt Handley, Rajmonda Sulo, Lee Wilkinson
chapter 13|20 pages
Architecture Conscious Data Mining: Current Progress and Future Outlook
BySrinivasan Parthasarathy, Shirish Tatikonda, Gregory Buehrer
part |2 pages
Part III The Web, Semantics, and Text Data Mining
chapter 14|12 pages
Web 2.0 Mining: Analyzing Social Media
ByAnupam Joshi, Tim Finin, Akshay Java, Anubhav Kale, Pranam Kolari
chapter 15|22 pages
Searching for “Familiar Strangers” on Blogosphere
ByNitin Agarwal, Huan Liu, John Salerno, Philip S. Yu
chapter 16|22 pages
Toward Semantics-Enabled Infrastructure for Knowledge Acquisition from Distributed Data
ByVasant Honavar, Doina Caragea
chapter 17|18 pages
Nonnegative Matrix Factorization for Document Classification
ByAmy N. Langville, Michael W. Berry
part |2 pages
Part IV: Data mining in Security, Surveillance, and Privacy Protection
chapter 18|18 pages
Is Privacy Still an Issue for Data Mining?
ByChris Clifton, Wei Jiang, Mummoorthy Murugesan, M. Ercan Nergiz
chapter 19|22 pages
Analysis of Social Networks and Group Dynamics from Electronic Communication
ByNishith Pathak, Sandeep Mane, Jaideep Srivastava, Noshir Contractor, Scott Poole, Dmitri Williams
chapter 20|20 pages
Challenges for Dynamic Heterogeneous Networks in Observational Sciences
ByLisa Singh
chapter 21|20 pages
Privacy-Preserving Data Analysis on Graphs and Social Networks
ByKun Liu, Kamalika Das, Tyrone Grandison, Hillol Kargupta
part |2 pages
Part V: Medicine, Social Science, Finance, and Spatial Data Mining
chapter 23|34 pages
Challenges for Information Discovery on Electronic Medical Records
ByVagelis Hristidis, Fernando Farfa´n, Redmond P. Burke, Anthony F. Rossi, and Jeffrey A. White
chapter 24|22 pages
Market-Based Profile Infrastructure: Giving Back to the User
ByOlfa Nasraoui, Maha Soliman
chapter 26|36 pages
Spatial and Spatiotemporal Data Mining: Recent Advances
ByShashi Shekhar, Ranga Raju Vatsavai, Mete Celik
