Data Mining Applications For Empowering Knowledge Societies
by Hakikur Rahman
Data Mining Applications for Empowering Knowledge Societies presents an overview on the main issues of data mining, including its classification, regression, clustering, and ethical issues. This comprehensive book also provides readers with knowledge enhancing processes as well as a wide spectrum of data mining applications.See more details below
Overview
Data Mining Applications for Empowering Knowledge Societies presents an overview on the main issues of data mining, including its classification, regression, clustering, and ethical issues. This comprehensive book also provides readers with knowledge enhancing processes as well as a wide spectrum of data mining applications.
Product Details
- ISBN-13:
- 9781599046570
- Publisher:
- IGI Global
- Publication date:
- 05/20/2011
- Pages:
- 358
- Product dimensions:
- 8.70(w) x 11.20(h) x 1.00(d)
Table of Contents
Sect. I Education and Research
Ch. I Introduction to Data Mining Techniques via Multiple Criteria Optimization Approaches and Applications Yong Shi Yong, Shi Yi Peng Yi, Peng Gang Kou Gang, Kou Zhengxin Chen Chen, Zhengxin 1
Ch. II Making Decisions with Data: Using Computational Intelligence Within a Business Environment Kevin Swingler Swingler, Kevin David Cairns Cairns, David 26
Ch. III Data Mining Association Rules for Making Knowledgeable Decisions A. V. Senthil Kumar Kumar, A. V. Senthil R. S. D. Wahidabanu Wahidabanu, R. S. D. 43
Sect. II Tools, Techniques, Methods
Ch. IV Image Mining: Detecting Deforestation Patterns Through Satellites Marcelino Pereira dos Santos Silva Silva, Marcelino Pereira dos Santos Gilberto Camara Camara, Gilberto Maria Isabel Sobral Escada Escada, Maria Isabel Sobral 55
Ch. V Machine Learning and Web Mining: Methods and Applications in Societal Benefit Areas Georgios Lappas Lappas, Georgios 76
Ch. VI The Importance of Data Within Contemporary CRM Diana Luck Luck, Diana 96
Ch. VII Mining Allocating Patterns in Investment Portfolios Yanbo J. Wang Wang, Yanbo J. Xinwei Zheng Zheng, Xinwei Frans Coenen Coenen, Frans 110
Ch. VIII Application of Data Mining Algorithms for Measuring Performance Impact of Social Development Activities Hakikur Rahman Rahman, Hakikur 136
Sect. III Applications of Data Mining
Ch. IX Prospects and Scopes of Data Mining Applications in Society Development Activities Hakikur Rahman Rahman, Hakikur 162
Ch. X Business Data Warehouse: The Case of Wal-Mart Indranil Bose Bose, Indranil Lam Albert Kar Chun Chun, Lam Albert Kar Leung Vivien Wai Yue Yue, Leung Vivien Wai Li Hoi Wan Ines Li, Hoi Wan InesWong Oi Ling Helen Helen, Wong Oi Ling 189
Ch. XI Medical Applications of Nanotechnology in the Research Literature Ronald N. Kostoff Kostoff, Ronald N. Raymond G. Koytcheff Koytcheff, Raymond G. Clifford G. Y. Lau Lau, Clifford G. Y. 199
Ch. XII Early Warning System for SMEs as a Financial Risk Detector Ali Serhan Koyuncugil Koyuncugil, Ali Serhan Nermin Ozgulbas Ozgulbas, Nermin 221
Ch. XIII What Role is "Business Intelligence" Playing in Developing Countries? A Picture of Brazilian Companies Maira Petrini Petrini, Maira Marlei Pozzebon Pozzebon, Marlei 241
Ch. XIV Building an Environmental GIS Knowledge Infrastructure Inya Nlenanya Nlenanya, Inya 262
Ch. XV The Application of Data Mining for Drought Monitoring and Prediction Tsegaye Tadesse Tadesse, Tsegaye Brian Wardlow Wardlow, Brian Michael J. Hayes Hayes, Michael J. 280
Compilation of References 292
About the Contributors 325
Index 330
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