An improved algorithm for neural network classification of imbalanced training sets

Mohan, C.K.; Ranka, S.; Anand, R.; Mehrotra, K.G.

doi:10.1109/72.286891

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An improved algorithm for neural network classification of imbalanced training sets

Author(s): R. Anand , K.G. Mehrotra , C.K. Mohan , S. Ranka

Publication date (Print): Nov. 1993

Journal: IEEE Transactions on Neural Networks

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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Increased rates of convergence through learning rate adaptation

Robert Jacobs (1988)

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Accelerating the convergence of the back-propagation method

T. Vogl, J Mangis, A. K. Rigler … (1988)

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Statistical pattern recognition with neural networks: benchmarking studies

Barna, Kohonen, Chrisley (1988)

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Journal

Title: IEEE Transactions on Neural Networks

Abbreviated Title: IEEE Trans. Neural Netw.

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

ISSN (Print): 10459227

Publication date (Print): Nov. 1993

Volume: 4

Issue: 6

Pages: 962-969

Article

DOI: 10.1109/72.286891

PubMed ID: 18276526

SO-VID: 44a7e05f-0432-4cf8-9a76-af10603778b1

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An improved algorithm for neural network classification of imbalanced training sets

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Exponential Random Graph Models

Most cited references 6

Increased rates of convergence through learning rate adaptation

Accelerating the convergence of the back-propagation method

Statistical pattern recognition with neural networks: benchmarking studies

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