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Your search keyword '"Singla, Anshu"' showing total 2 results
Start Over Author "Singla, Anshu" Topic support vector machine
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2. A novel classification technique based on progressive transductive SVM learning.

Author

Singla, Anshu, Patra, Swarnajyoti, and Bruzzone, Lorenzo

Subjects
*SUPPORT vector machines, *CLASSIFICATION algorithms, *COMPUTER science, *COMPUTER vision, *MACHINE learning, *LEARNING
Abstract

Highlights: [•] A novel classification technique based on transductive SVM learning is presented. [•] The paper pointed out the drawbacks of the existing literature methods. [•] To mitigate drawbacks, here we exploit SVM, k-nn classifiers and cluster assumption. [•] Results were compared with two other TSVM methods existing in the literature. [•] Experimental results confirmed the effectiveness of the proposed technique. [Copyright &y& Elsevier]

Published
2014
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