Intuitionistic fuzzy $$c$$ c -means clustering algorithm with neighborhood attraction in segmenting medical image
| LEADER | caa a22 4500 | ||
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| 001 | 605470618 | ||
| 003 | CHVBK | ||
| 005 | 20210128100329.0 | ||
| 007 | cr unu---uuuuu | ||
| 008 | 210128e20150201xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s00500-014-1264-2 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s00500-014-1264-2 | ||
| 245 | 0 | 0 | |a Intuitionistic fuzzy $$c$$ c -means clustering algorithm with neighborhood attraction in segmenting medical image |h [Elektronische Daten] |c [Ching-Wen Huang, Kuo-Ping Lin, Ming-Chang Wu, Kuo-Chen Hung, Gia-Shie Liu, Chih-Hung Jen] |
| 520 | 3 | |a Fuzzy segmentation methods, especially fuzzy $$c$$ c -means algorithms, have been widely used in medical imaging in past decades. This paper proposes a novel neighborhood intuitionistic fuzzy $$c$$ c -means clustering algorithm with a genetic algorithm (NIFCMGA). This new clustering algorithm technology can retain the advantages of an intuitionistic fuzzy $$c$$ c -means clustering algorithm to maximize benefits and reduce noise/outlier influences through neighborhood membership. Furthermore, the genetic algorithms were used simultaneously to select the optimal parameters of the proposed clustering algorithm. This proposed technology has been successfully applied to the clustering of different regions of magnetic resonance imaging and computerized tomography scanning, which may be extended to the diagnosis of abnormalities. Comparisons with other approaches demonstrate the superior performance of the proposed NIFCMGA. | |
| 540 | |a Springer-Verlag Berlin Heidelberg, 2014 | ||
| 690 | 7 | |a Fuzzy segmentation |2 nationallicence | |
| 690 | 7 | |a Fuzzy $$c$$ c -means |2 nationallicence | |
| 690 | 7 | |a Medical images |2 nationallicence | |
| 690 | 7 | |a Neighborhood intuitionistic fuzzy $$c$$ c -means clustering algorithm |2 nationallicence | |
| 700 | 1 | |a Huang |D Ching-Wen |u Department of Diagnostic Radiology, Shin Kong Wu Ho-Su Memorial Hospital, Shihlin, 111, Taipei, Taiwan |4 aut | |
| 700 | 1 | |a Lin |D Kuo-Ping |u Department of Information Management, Lunghwa University of Science and Technology, 333, Taoyuan, Taiwan |4 aut | |
| 700 | 1 | |a Wu |D Ming-Chang |u Department of Information Management, Lunghwa University of Science and Technology, 333, Taoyuan, Taiwan |4 aut | |
| 700 | 1 | |a Hung |D Kuo-Chen |u Department of Computer Science and Information Management, Hungkuang University, 433, Taichung, Taiwan |4 aut | |
| 700 | 1 | |a Liu |D Gia-Shie |u Department of Information Management, Lunghwa University of Science and Technology, 333, Taoyuan, Taiwan |4 aut | |
| 700 | 1 | |a Jen |D Chih-Hung |u Department of Information Management, Lunghwa University of Science and Technology, 333, Taoyuan, Taiwan |4 aut | |
| 773 | 0 | |t Soft Computing |d Springer Berlin Heidelberg |g 19/2(2015-02-01), 459-470 |x 1432-7643 |q 19:2<459 |1 2015 |2 19 |o 500 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s00500-014-1264-2 |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s00500-014-1264-2 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Huang |D Ching-Wen |u Department of Diagnostic Radiology, Shin Kong Wu Ho-Su Memorial Hospital, Shihlin, 111, Taipei, Taiwan |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Lin |D Kuo-Ping |u Department of Information Management, Lunghwa University of Science and Technology, 333, Taoyuan, Taiwan |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Wu |D Ming-Chang |u Department of Information Management, Lunghwa University of Science and Technology, 333, Taoyuan, Taiwan |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Hung |D Kuo-Chen |u Department of Computer Science and Information Management, Hungkuang University, 433, Taichung, Taiwan |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Liu |D Gia-Shie |u Department of Information Management, Lunghwa University of Science and Technology, 333, Taoyuan, Taiwan |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Jen |D Chih-Hung |u Department of Information Management, Lunghwa University of Science and Technology, 333, Taoyuan, Taiwan |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Soft Computing |d Springer Berlin Heidelberg |g 19/2(2015-02-01), 459-470 |x 1432-7643 |q 19:2<459 |1 2015 |2 19 |o 500 | ||