Name
Title | ||
|---|---|---|
An application of fuzzy c-means clustering analysis to classification of tobaccos based on their rare earth elements contents |
Abstract | ||
|---|---|---|
Eighty eight tobacco samples from six provinces in China, of which the contents of rare earth elements (REEs) were determined by microwave digestion-inductively coupled plasma mass spectrometry method. A fuzzy clustering method, fuzzy c-means (FCM), was used for classification of the different kinds of tobaccos based on their contents of REEs. The results show that FCM clustering analysis is a valid method for classification of tobaccos to some extent. The relationship between the contents of REEs in tobaccos and the geographical origins is also confirmed. |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1109/FSKD.2010.5569617 | FSKD |
Keywords | Field | DocType |
geographical origins,fuzzy set theory,pattern clustering,rare earth element,fuzzy c-means cluster,tobaccos classification,clustering analysis,inductively coupled plasma mass spectrometry,microwave digestion,rare earth metals,tobaccos,tobacco products,mass spectroscopy,fuzzy c-means clustering analysis,classification,rare earth elements contents,spectroscopy,clustering algorithms,cluster analysis,algorithm design and analysis,classification algorithms,plasmas,fuzzy clustering | Fuzzy clustering,Data mining,Pattern recognition,Pattern clustering,Rare earth,Computer science,Fuzzy logic,Fuzzy set,Artificial intelligence,Statistical classification,Cluster analysis | Conference |
Volume | ISBN | Citations |
1 | 978-1-4244-5931-5 | 1 |
PageRank | References | Authors |
0.37 | 1 | 6 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yuan Sun | 1 | 1 | 0.37 |
| Shiqiu Song | 2 | 1 | 0.37 |
| Guoqing Wang | 3 | 1 | 0.37 |
| Zhenxing Li | 4 | 1 | 0.70 |
| Zhengbo Xu | 5 | 1 | 0.37 |
| Lifang Wei | 6 | 1 | 1.04 |