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Samples are firstly recognized by the rough k-means classifier, while linearly inseparable samples are picked up and further recognized by using RBF-SVM in the advanced recognition.
300 TCL samples are firstly generated by using the Monte-Carlo sampling method and then clustered by using the K-means clustering method.
Phase studies for undoped ZnO, Zn0.99Cu0.01O and Zn0.99Mn0.01O samples are firstly carried out using XRD, and results show that all samples are phase pure.
In brief, both the positive and negative samples are firstly divided into 5 folds randomly.
In the sample preparation for the EOPM method, all RNA and DNA extracted from samples are firstly reverse transcribed.
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Samples were firstly washed with DEPC-PBS-T twice.
These samples were firstly loaded to produce cracks with different widths.
The particle size distributions for sand samples were firstly obtained by sieving method.
NIRS measurements of two batches of 141 samples were firstly analyzed by PLS with several spectral pre-processing methods.
Samples were firstly reduced in either pure or diluted H2 (dry or humidified), at temperatures ranging from 400 to 800 °C while their DC conductivity was monitored.
In order to significantly enhance the elevated-temperature performance of LiSi0.05Mg0.05Mn1.90O4, the LiAlxSi0.05Mg0.05Mn1.90-xO4 (0 ≤ x ≤ 0.08) samples were firstly prepared via sol-gel technique.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com