Research and trends in data mining technologies and applications

• Corporate Author: IGI Global.
• Other Authors: Taniar, David.
• Format: Electronic
• Language: English
• Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2007.
• Subjects: Data mining.; Data warehousing.; Web databases.
• Online Access: View fulltext via EzAccess

"This book focuses on the integration between the fields of data warehousing and data mining, with emphasis on applicability to real-world problems; it book provides an international perspective, highlighting solutions to some of researchers' toughest challenges. Developments in the knowle...

Table of Contents:

• 1. Combining data warehousing and data mining techniques for Web log analysis / Torben Pedersen, Jesper Thorhauge, Søren Jespersen
• 2. Computing dense cubes embedded in sparse data / Lixin Fu
• 3. Exploring similarities across high-dimensional datasets / Karlton Sequeira, Mohammed Zaki
• 4. Pattern comparison in data mining / Irene Ntoutsi, Nikos Pelekis, Yannis Theodoridis
• 5. Mining frequent patterns using self-organizing map / Fedja Hadzic ... [et al.]
• 6. An efficient compression technique for vertical mining methods / Mafruz Ashrafi, David Taniar, Kate Smith
• 7. A tutorial on hierarchical classification with applications in bioinformatics / Alex Freitas, André Carvalho
• 8. Topological analysis and sub-network mining of protein-protein interactions / Daniel Wu, Xiaohua Hu
• 9. Introduction to data mining techniques via multiple criteria optimization approaches and applications / Yong Shi ... [et al.]
• 10. Linguistic rule extraction from support vector machine classifiers / Xiuju Fu ... [et al.]
• 11. Graph-based data mining / Wenyuan Li, Wee-Keong Ng, Kok-Leong Ong
• 12. Facilitating and improving the use of Web services with data mining / Richi Nayak.