Source code for the experiments in the paper "Entropic Locality Preserving Projections" by Alexandre L. M. Levada Entropic Laplacian Eigenmaps is a recent dimensionality reduction based metric ...

Abstract: To cope with the characteristics of sample imbalance, high dimensionality and nonlinearity in chemical process fault diagnosis, an SVMSOMTE-LPP fault diagnosis method is proposed in this ...

Abstract: A yield maximization methodology, called the linearized performance penalty (LPP) method, that uses a penalty function as its objective is introduced. The penalty function formulation allows ...

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