Rough Set Approach for Attributes Selection of Traditional Malay Musical Instruments Sounds Classification

Feature selection has become very vital aspect in musical instruments sounds for handling the problem of 'curse of dimensionality'. Various feature selection techniques have been applied in this domain focusing on Western musical instruments sounds. However, study on feature selection using rough sets of non-Western musical instruments sounds including Malay Traditional musical instruments is inadequate and still needs an intensive research. Thus, in this paper, an alternative feature selection technique using rough set theory based on Maximum Degree of dependency of Attributes (MDA) technique for Traditional Malay musical instruments sounds is proposed.

Provided by: Science and Development Network (SciDev.Net) Topic: Data Management Date Added: Sep 2011 Format: PDF

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