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JCIT
2010
190views more  JCIT 2010»
14 years 7 months ago
Application of Feature Extraction Method in Customer Churn Prediction Based on Random Forest and Transduction
With the development of telecom business, customer churn prediction becomes more and more important. An outstanding issue in customer churn prediction is high dimensional problem....
Yihui Qiu, Hong Li
99
Voted
ACCV
2009
Springer
15 years 7 months ago
Lorentzian Discriminant Projection and Its Applications
This paper develops a supervised dimensionality reduction method, Lorentzian Discriminant Projection (LDP), for discriminant analysis and classification. Our method represents the...
Risheng Liu, Zhixun Su, Zhouchen Lin, Xiaoyu Hou
100
Voted
JMLR
2010
159views more  JMLR 2010»
14 years 7 months ago
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks
Networks are becoming a unifying framework for modeling complex systems and network inference problems are frequently encountered in many fields. Here, I develop and apply a gener...
Nikolai Slavov
89
Voted
WWW
2005
ACM
16 years 1 months ago
Using XForms to simplify Web programming
The difficulty of developing and deploying commercial web applications increases as the number of technologies they use increases and as the interactions between these technologie...
Richard Cardone, Danny Soroker, Alpana Tiwari
107
Voted
IKE
2010
14 years 10 months ago
Potential Application of Contextual Information Processing To Data Mining
Contextual processing is a new emerging field based on the notion that information surrounding an event lends new meaning to the interpretation of the event. Data mining is the pr...
Gregory Vert, Anitha Chennamaneni, S. Sitharama Iy...