Prediction of Effective Mobile Wireless Network Data Profiling Using Data Mining Approaches
作者： Ch R Phani Kumar , B Uday Kumar , V Malleswara Rao , Dsvgk Kaladhar , None
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摘要: Mobile network analysis has a huge potential that provide insight into the relational dynamics of individuals. Machine learning and data mining techniques behavior patterns mobile data. The transfer during all days produced good results in starting from Day 1 to 22. Hierarch ical clustering datasets for 1634 examples t raffic dataset. Co mplete linkage dendrogram been between 0 4.64. Two clusters have present wireless datasets.
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Jen Ye Goh, David Taniar, Mobile Data Mining by Location Dependencies intelligent data engineering and automated learning. pp. 225- 231 ,(2004) , 10.1007/978-3-540-28651-6_33
Joe Peppard, Anna Rylander, From value chain to value network: Insights for mobile operators European Management Journal. ,vol. 24, pp. 128- 141 ,(2006) , 10.1016/J.EMJ.2006.03.003
Yann-Aël Le Borgne, Gianluca Bontempi, An adaptive modular approach to the mining of sensor network data Siam Data Mining 2005 workshop on "Data mining in sensor networks". ,(2005)
Gordon S. Linoff, Michael J. A. Berry, Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management ,(2004)
Michael Goebel, Le Gruenwald, A survey of data mining and knowledge discovery software tools ACM SIGKDD Explorations Newsletter. ,vol. 1, pp. 20- 33 ,(1999) , 10.1145/846170.846172
Anthony J.T. Lee, Yao-Te Wang, Efficient data mining for calling path patterns in GSM networks Information Systems. ,vol. 28, pp. 929- 948 ,(2003) , 10.1016/S0306-4379(02)00112-6
Jiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon, Emerging scientific applications in data mining Communications of the ACM. ,vol. 45, pp. 54- 58 ,(2002) , 10.1145/545151.545179
Chih-Ping Wei, I-Tang Chiu, Turning telecommunications call details to churn prediction: a data mining approach Expert Systems With Applications. ,vol. 23, pp. 103- 112 ,(2002) , 10.1016/S0957-4174(02)00030-1
Qiang Yang, Xindong Wu, None, 10 CHALLENGING PROBLEMS IN DATA MINING RESEARCH International Journal of Information Technology and Decision Making. ,vol. 05, pp. 597- 604 ,(2006) , 10.1142/S0219622006002258
R. Brause, T. Langsdorf, M. Hepp, Neural data mining for credit card fraud detection international conference on tools with artificial intelligence. pp. 103- 106 ,(1999) , 10.1109/TAI.1999.809773