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» An Empirical Study on Web Mining of Parallel Data
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ICDM
2009
IEEE
142views Data Mining» more  ICDM 2009»
14 years 7 months ago
Building Classifiers with Independency Constraints
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
Toon Calders, Faisal Kamiran, Mykola Pechenizkiy
SIGIR
2010
ACM
15 years 1 months ago
Ready to buy or just browsing?: detecting web searcher goals from interaction data
An improved understanding of the relationship between search intent, result quality, and searcher behavior is crucial for improving the effectiveness of web search. While recent p...
Qi Guo, Eugene Agichtein
70
Voted
ICDM
2003
IEEE
96views Data Mining» more  ICDM 2003»
15 years 3 months ago
Mining Plans for Customer-Class Transformation
We consider the problem of mining high-utility plans from historical plan databases that can be used to transform customers from one class to other, more desirable classes. Tradit...
Qiang Yang, Hong Cheng
ICDE
2007
IEEE
131views Database» more  ICDE 2007»
15 years 4 months ago
Incremental Clustering of Mobile Objects
Moving objects are becoming increasingly attractive to the data mining community due to continuous advances in technologies like GPS, mobile computers, and wireless communication ...
Sigal Elnekave, Mark Last, Oded Maimon
63
Voted
HICSS
2007
IEEE
119views Biometrics» more  HICSS 2007»
15 years 4 months ago
Collection of U.S. Extremist Online Forums: A Web Mining Approach
Extremists’ exploitation of computer-mediated communications such as online forums has recently gained much attention from academia and the government. However, due to the cover...
Yilu Zhou, Jialun Qin, Guanpi Lai, Hsinchun Chen