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Strategic advancements in utilizing data mining and warehousing technologies new concepts and developments
Title:
Strategic advancements in utilizing data mining and warehousing technologies new concepts and developments
Author:
Taniar, David.
ISBN:
9781605667188
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2010.
Physical Description:
electronic texts (xxxix, 408 p. : ill.) : digital files.
Contents:
1. A methodology supporting the design and evaluating the final quality of data warehouses / Pighin Maurizio, Ieronutti Lucio -- 2. Seismological data warehousing and mining / Marketos Gerasimos, Theodoridis Yannis, S. Ioannis -- 3. Automated integration of heterogeneous data warehouse schemas / Banek Marko, Vrdoljak Boris, Min A, Skocir Zoran -- 4. Algebraic and graphic languages for OLAP manipulations / Ravat Franck, Teste Olivier, Tournier Ronan, Zurfluh Gilles -- 5. Dynamic view selection for OLAP / Lawrence Michael, Rau-Chaplin Andrew -- 6. RCUBE / Frank Dehne, Todd Eavis, Andrew Rau-Chaplin -- 7. Medical document clustering using ontology-based term similarity measures / Zhang Xiaodan, Jing Liping, Hu Xiaohua, Ng Michael, Xia Jiali, Zhou Xiaohua -- 8. A graph-based biomedical literature clustering approach utilizing term's global and local importance information / Zhang Xiaodan, Hu Xiaohua, Xia Jiali, Zhou Xiaohua, Achananuparp Palakorn -- 9. An integrated framework for fuzzy classification and analysis of gene expression data / Mohammad Khabbaz, Keivan Kianmehr, Mohammad Alshalalfa, Reda Alhajj -- 10. Vertical fragmentation in databases using data-mining technique / Gorla Narasimhaiah, Wing Pang -- 11. Introducing the elasticity of spatial data / A. David -- 12. Sequential patterns postprocessing for structural relation patterns mining / Lu Jing, Chen Weiru, Adjei Osei, Keech Malcolm -- 13. MILPRIT* / de Sandra, P. Waldecir, Giacometti Arnaud --
14. Computing join aggregates over private tables / She Rong, Wang Ke, Waichee Ada, Xu Yabo -- 15. Overview of PAKDD competition 2007 / Zhang Junping, Li Guo-Zheng -- 16. A solution to the cross-selling problem of PAKDD-2007 / Wei Mingjun, Chai Lei, Wei Renying, Huo Wang -- 17. Bagging probit models for unbalanced classification / Hualin Wang, Xiaogang Su -- 18. The power of sampling and stacking for the PAKDD-2007 cross-selling problem / J. Adeodato Paulo, C. Germano, L. Adrian, C. Cunha Rodrigo -- 19. Using TreeNet to cross-sell home loans to credit card holders / Steinberg Dan, Scott Nicholas, Ries John, Golovnya Mykhaylo -- 20. PAKDD-2007 / Thierry Van de Merckt, Jean-François Chevalier -- 21. Selecting salient features and samples simultaneously to enhance cross-selling model performance / Dehong Qiu, Ye Wang, Qifeng Zhang -- 22. Classification of imbalanced data with random sets and mean-variance filtering / Nikulin Vladimir -- 23. Ranking potential customers based on group-ensemble / Zhang Zhi-Zhuo, Chen Qiong, Ke Shang-Fu, Wu Yi-Jun, Qi Fei.
Abstract:
This book discusses developments in data mining and warehousing as well as techniques for successful implementation. Contributions investigate theoretical queries along with real-world applications, providing a useful foundation for academicians and practitioners to research new techniques and methodologies.
Added Corporate Author:
Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60566-717-1