<p>Acc represent classification accuracy. Green lines with circle represent the results of PCA, blue lines with left triangle are LDA-PLS classification results, red lines with up triangleare the ex-LDA-PLS results, and black dot lines are the mean result of PLS-LDA.</p
A new drift compensation method based on Common Principal Component Analysis (CPCA) is proposed. The...
Tin-oxide based gas sensor requires an operating temperature typically in the range of 200 °C to 400...
A new drift compensation method based on Common Principal Component Analysis (CPCA) is proposed. The...
<p>Acc represent classification accuracy. Green lines with circle represent the results of PCA, blue...
<p>Classification Accuracy of Different Comparative Algorithms on Gas Dataset.</p
<p>Identification errors, calculated by LDA using LOO algorithm, versus PC number, are presented in ...
Increasing the number of sensors in a gas identification system generally improves its performance a...
<p>Accuracy rates of LDA classification for healthy, MGUS, and MM populations.</p
<p>Acc represent classification accuracy. Red line is the classification accuracy of ex-LDA-PLS algo...
Detection and correct classification of gasoline is important for both arson and fuel spill investig...
<p>Mean values of Accuracy, Specificity and Sensitivity for the classifications of PCa vs. Normal, B...
<p>The average sensitivity, 94.7%, and specificity, 97.6%, is the mean of the values for the individ...
<p>Blue circles are the test samples of the first class; red stars are the test samples of the secon...
<p>Misclassification rates for Least Discriminant Analysis (LDA) models based on Principle Component...
The results shown are the mean values from performing 1,000 tests on each chemical shift, with error...
A new drift compensation method based on Common Principal Component Analysis (CPCA) is proposed. The...
Tin-oxide based gas sensor requires an operating temperature typically in the range of 200 °C to 400...
A new drift compensation method based on Common Principal Component Analysis (CPCA) is proposed. The...
<p>Acc represent classification accuracy. Green lines with circle represent the results of PCA, blue...
<p>Classification Accuracy of Different Comparative Algorithms on Gas Dataset.</p
<p>Identification errors, calculated by LDA using LOO algorithm, versus PC number, are presented in ...
Increasing the number of sensors in a gas identification system generally improves its performance a...
<p>Accuracy rates of LDA classification for healthy, MGUS, and MM populations.</p
<p>Acc represent classification accuracy. Red line is the classification accuracy of ex-LDA-PLS algo...
Detection and correct classification of gasoline is important for both arson and fuel spill investig...
<p>Mean values of Accuracy, Specificity and Sensitivity for the classifications of PCa vs. Normal, B...
<p>The average sensitivity, 94.7%, and specificity, 97.6%, is the mean of the values for the individ...
<p>Blue circles are the test samples of the first class; red stars are the test samples of the secon...
<p>Misclassification rates for Least Discriminant Analysis (LDA) models based on Principle Component...
The results shown are the mean values from performing 1,000 tests on each chemical shift, with error...
A new drift compensation method based on Common Principal Component Analysis (CPCA) is proposed. The...
Tin-oxide based gas sensor requires an operating temperature typically in the range of 200 °C to 400...
A new drift compensation method based on Common Principal Component Analysis (CPCA) is proposed. The...