A new wrapper feature selection approach using neural network

Abstract

This paper presents a new feature selection (FS) algorithm based on the wrapper approach using neural networks (NNs). The vital aspect of this algorithm is the automatic determination of NN architectures during the FS process. Our algorithm uses a constructive approach involving correlation information in selecting features and determining NN architectures… (More)
DOI: 10.1016/j.neucom.2010.04.003

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Cite this paper

@article{Kabir2010ANW, title={A new wrapper feature selection approach using neural network}, author={Md. Monirul Kabir and Md. Monirul Islam and Kazuyuki Murase}, journal={Neurocomputing}, year={2010}, volume={73}, pages={3273-3283} }