The rough sets theory and evidence theory
Fundamenta Informaticae
Variable precision rough set model
Journal of Computer and System Sciences
Data mining methods for knowledge discovery
Data mining methods for knowledge discovery
Rough Sets: Theoretical Aspects of Reasoning about Data
Rough Sets: Theoretical Aspects of Reasoning about Data
Experiments with Rough Set Approach to Face Recognition
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
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The paper presents an application of data mining methods for face recognition. The proposed methods are based on wavelets, principal components analysis, rough sets and neural networks. The features from the face images have been extracted based on the Haar wavelets followed by the principal component analysis (PCA), and rough sets processing. We have applied the rough sets methods for selection of facial features based on the minimum concept description paradigm. The recognition of facial images, for the reduced features, has been carried on using error backpropagation neural network.