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  1. Chapter and Conference Paper

    The Matrix Generalized Inverse Gaussian Distribution: Properties and Applications

    While the Matrix Generalized Inverse Gaussian ( \(\mathcal {MGIG}\) ) distribution arises naturally in some settings as...

    Farideh Fazayeli, Arindam Banerjee in Machine Learning and Knowledge Discovery in Databases (2016)

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    Chapter and Conference Paper

    Feature Selection Based on the Rough Set Theory and Expectation-Maximization Clustering Algorithm

    We study the Rough Set theory as a method of feature selection based on tolerant classes that extends the existing equivalent classes. The determination of initial tolerant classes is a challenging and importa...

    Farideh Fazayeli, Lipo Wang, Jacek Mandziuk in Rough Sets and Current Trends in Computing (2008)

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    Chapter

    Assisting Cancer Diagnosis with Fuzzy Neural Networks

    Cancer diagnosis from huge microarray gene expression data is an important and challenging bioinformatics research topic. We used a fuzzy neural network (FNN) proposed earlier for cancer classification. This F...

    Feng Chu, Wei **e, Farideh Fazayeli… in Computational Intelligence in Biomedicine … (2008)