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ICDM
2002
IEEE
109views Data Mining» more  ICDM 2002»
15 years 2 months ago
Using Text Mining to Infer Semantic Attributes for Retail Data Mining
Current Data Mining techniques usually do not have a mechanism to automatically infer semantic features inherent in the data being “mined”. The semantics are either injected i...
Rayid Ghani, Andrew E. Fano
HICSS
2007
IEEE
131views Biometrics» more  HICSS 2007»
15 years 3 months ago
The Use of Attack and Protection Trees to Analyze Security for an Online Banking System
Online banking has become increasingly important to the profitability of financial institutions as well as adding convenience for their customers. As the number of customers using...
Kenneth S. Edge, Richard A. Raines, Michael R. Gri...
SIGKDD
2002
232views more  SIGKDD 2002»
14 years 9 months ago
The True Lift Model - A Novel Data Mining Approach to Response Modeling in Database Marketing
In database marketing, data mining has been used extensively to find the optimal customer targets so as to maximize return on investment. In particular, using marketing campaign d...
Victor S. Y. Lo
JDWM
2007
84views more  JDWM 2007»
14 years 9 months ago
A Look back at the PAKDD Data Mining Competition 2006
The PAKDD Competition 2006 involved the problem of classifying mobile telecom network customers into 2G and 3G, with the ultimate aim of identifying existing 2G network customers w...
Nathaniel B. Noriel, Chew Lim Tan
TKDE
2008
128views more  TKDE 2008»
14 years 9 months ago
Using Context to Improve Predictive Modeling of Customers in Personalization Applications
The idea that context is important when predicting customer behavior has been maintained by scholars in marketing and data mining. However, no systematic study measuring how much t...
Cosimo Palmisano, Alexander Tuzhilin, Michele Gorg...