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| Title: Learning a Propagable Graph for Semisupervised Learning Classification and Regressio Page Link: Learning a Propagable Graph for Semisupervised Learning Classification and Regressio - Posted By: Projects9 Created at: Monday 23rd of January 2012 06:12:54 PM | e learning for kids respiratory system, parents learning, microsoft office e learning, pictures of kids learning in, learning and skills council, learning curve star, simulation language learning, | ||
Abstract—In this paper, we present a novel framework, called learning by propagability, for two essential data mining tasks, i.e., classification and regression. The whole learning process is driven by the philosophy that the data labels and the optimal feature representation jointly constitute a harmonic system, where the data labels are invariant with respect to the propagation on the similarity graph constructed based on the optimal feature representation. Based on this philosophy, a unified framework of learning by propagability is propos ....etc | |||
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