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Title

PREDICTION OF DENSITY FOR PRIMARY ALCOHOLS MIXTURES USING LINEAR AND NONLINEAR METHODS

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 Start Page | End Page

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Abstract

 MULTIPLE LINEAR REGRESSION (MLR) AND ARTIFICIAL NEURAL NETWORK MODELS (ANN) WERESUCCESSFULLY DEVELOPED FOR PREDICTING OF DENSITY FOR PRIMARY ALCOHOL MIXTURES. A LARGE NUMBER OFDESCRIPTORS WERE CALCULATED WITH DRAGON SOFTWARE AND A SUBSET OF CALCULATED DESCRIPTORS WAS SELECTED FROM 18 CLASSES OF DRAGON DESCRIPTORS WITH A STEPWISE MULTIPLE LINEAR REGRESSION AS A FEATURE SELECTION TECHNIQUE. ...

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