Article | 02-November-2017
different normalization techniques were applied on electronic nose data. Finally the comparison of classification accuracy is presented with different normalization techniques using back-propagation multilayer perceptron (BP-MLP) neural network.
International Journal on Smart Sensing and Intelligent Systems, Volume 2 , ISSUE 1, 176–189
Article | 01-September-2015
into a sensor chamber; a water bath module for preparing rice sample, said water bath module including a heater attachment to facilitate cooking; a computing module to quantify the aroma data acquired by sensors; data acquisition module etc. Principal Component Analysis (PCA) implemented for clustering the data sets acquired from sensor array. Also data generated from sensor array was fed to Probabilistic Neural Network (PNN), Back-propagation Multilayer Perceptron (BPMLP) and Linear Discriminant
Jayanta Kumar Roy
International Journal on Smart Sensing and Intelligent Systems, Volume 8 , ISSUE 3, 1730–1747