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  • Support vector machines in remote sensing: A review

     · Support vector machines (SVMs) have recently found numerous applications in remote sensing. For this review we identified 108 relevant papers, with more than half published in the last 2.5 years ( Fig. 2 ). This increasing trend is expected to grow, making this a critical time for a review of existing work.

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  • (PDF) Support vector machines/relevance vector machine …

     · The relevance vector machine (RVM), a Bayesian extension of the support vector machine (SVM), has considerable potential for the analysis of remotely sensed data. Here, the RVM is introduced and ...

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  • [PDF] Support Vector Machines for Survival Analysis with R …

     · On these datasets, survival support vector machines perform on par with the reference methods. Prediction performance for the five survival support vector models (vanbelle1, vanbelle2, SSVR ...

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