Title :
Selection of structure preserving features with neural networks
Author :
Chakraborty, Sukumar ; Pal, Nikhil R.
Author_Institution :
Interra Inf. Technol. Pvt. Ltd., Calcutta, India
Abstract :
We propose a neural network for selection of features. Given a data set X in p dimension, the network can select the best subset of q (q
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Keywords :
feature extraction; fuzzy set theory; neural nets; pattern clustering; Sammon´s error; classifier performance; cluster structure; data sets; feature selection; inter point distances; net performance; neural networks; performance evaluation; Buildings; Degradation; Feature extraction; Information technology; Neural networks; Testing;
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
DOI :
10.1109/FUZZ.2003.1206536
