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» Transductive optimal component analysis
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BMCBI
2002
214views more  BMCBI 2002»
13 years 5 months ago
Automated modelling of signal transduction networks
Background: Intracellular signal transduction is achieved by networks of proteins and small molecules that transmit information from the cell surface to the nucleus, where they ul...
Martin Steffen, Allegra Petti, John Aach, Patrik D...
JCIT
2010
190views more  JCIT 2010»
13 years 7 days 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
ICML
2006
IEEE
14 years 6 months ago
Active learning via transductive experimental design
This paper considers the problem of selecting the most informative experiments x to get measurements y for learning a regression model y = f(x). We propose a novel and simple conc...
Kai Yu, Jinbo Bi, Volker Tresp
SIGIR
2009
ACM
13 years 12 months ago
Incorporating prior knowledge into a transductive ranking algorithm for multi-document summarization
This paper presents a transductive approach to learn ranking functions for extractive multi-document summarization. At the first stage, the proposed approach identifies topic th...
Massih-Reza Amini, Nicolas Usunier
GECCO
2000
Springer
140views Optimization» more  GECCO 2000»
13 years 9 months ago
Genetic Algorithms for Component Analysis
Adelino R. Ferreira da Silva