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Volumn 53, Issue 8, 2015, Pages 4202-4217

Adaptive multiobjective memetic fuzzy clustering algorithm for remote sensing imagery

Author keywords

Fuzzy clustering; memetic algorithm; multiobjective; remote sensing

Indexed keywords

ALGORITHMS; EVOLUTIONARY ALGORITHMS; FUZZY CLUSTERING; IMAGE PROCESSING; IMAGE RECONSTRUCTION; MULTIOBJECTIVE OPTIMIZATION; OPTIMIZATION; REMOTE SENSING;

EID: 85027932126     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2015.2393357     Document Type: Article
Times cited : (74)

References (50)
  • 1
    • 77950369345 scopus 로고    scopus 로고
    • Data clustering: 50 years beyond K-means
    • Jun.
    • A. K. Jain, "Data clustering: 50 years beyond K-means," Pattern Recognit. Lett., vol. 31, no. 8, pp. 651-666, Jun. 2010.
    • (2010) Pattern Recognit. Lett. , vol.31 , Issue.8 , pp. 651-666
    • Jain, A.K.1
  • 2
    • 84874655017 scopus 로고    scopus 로고
    • Incremental and decremental affinity propagation for semisupervised clustering in multispectral images
    • Mar.
    • Y. Chen, L. Bruzzone, G. Renchu, L. Laijun, and L. Yanchun, "Incremental and decremental affinity propagation for semisupervised clustering in multispectral images," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 3, pp. 1666-1679, Mar. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.3 , pp. 1666-1679
    • Chen, Y.1    Bruzzone, L.2    Renchu, G.3    Laijun, L.4    Yanchun, L.5
  • 4
    • 54949090814 scopus 로고    scopus 로고
    • Automatic clustering using an improved differential evolution algorithm
    • Jan.
    • S. Das, A. Abraham, and A. Konar, "Automatic clustering using an improved differential evolution algorithm," IEEE Trans. Syst. Man Cybern. A, Syst. Humans, vol. 38, no. 1, pp. 218-237, Jan. 2008.
    • (2008) IEEE Trans. Syst. Man Cybern. A, Syst. Humans , vol.38 , Issue.1 , pp. 218-237
    • Das, S.1    Abraham, A.2    Konar, A.3
  • 5
    • 53749085581 scopus 로고    scopus 로고
    • Automatic image pixel clustering with an improved differential evolution
    • Jan.
    • S. Das and A. Konar, "Automatic image pixel clustering with an improved differential evolution," Appl. Soft Comput., vol. 9, no. 1, pp. 226-236, Jan. 2009.
    • (2009) Appl. Soft Comput. , vol.9 , Issue.1 , pp. 226-236
    • Das, S.1    Konar, A.2
  • 6
    • 75149113079 scopus 로고    scopus 로고
    • Kernel-induced fuzzy clustering of image pixels with an improved differential evolution algorithm
    • Apr.
    • S. Das and S. Sil, "Kernel-induced fuzzy clustering of image pixels with an improved differential evolution algorithm," Inf. Sci., vol. 180, no. 8, pp. 1237-1256, Apr. 2010.
    • (2010) Inf. Sci. , vol.180 , Issue.8 , pp. 1237-1256
    • Das, S.1    Sil, S.2
  • 7
    • 80052658238 scopus 로고    scopus 로고
    • A new fuzzy clustering algorithm based on clonal selection for land cover classification
    • Y. Zhong and L. Zhang, "A new fuzzy clustering algorithm based on clonal selection for land cover classification," Math. Probl. Eng., vol. 2011, pp. 1-21, 2011.
    • (2011) Math. Probl. Eng. , vol.2011 , pp. 1-21
    • Zhong, Y.1    Zhang, L.2
  • 8
    • 0035245028 scopus 로고    scopus 로고
    • Nonparametric genetic clustering: Comparison of validity indices
    • Feb.
    • S. Bandyopadhyay and U. Maulik, "Nonparametric genetic clustering: Comparison of validity indices," IEEE Trans. Syst. Man Cybern. C, Appl. Rev., vol. 31, no. 1, pp. 120-125, Feb. 2001.
    • (2001) IEEE Trans. Syst. Man Cybern. C, Appl. Rev. , vol.31 , Issue.1 , pp. 120-125
    • Bandyopadhyay, S.1    Maulik, U.2
  • 9
    • 0036604864 scopus 로고    scopus 로고
    • Genetic clustering for automatic evolution of clusters and application to image classification
    • Jun.
    • S. Bandyopadhyay and U. Maulik, "Genetic clustering for automatic evolution of clusters and application to image classification," Pattern Recognit., vol. 35, no. 6, pp. 1197-1208, Jun. 2002.
    • (2002) Pattern Recognit. , vol.35 , Issue.6 , pp. 1197-1208
    • Bandyopadhyay, S.1    Maulik, U.2
  • 10
    • 0033715579 scopus 로고    scopus 로고
    • Genetic algorithm-based clustering technique
    • Sep.
    • U. Maulik and S. Bandyopadhyay, "Genetic algorithm-based clustering technique," Pattern Recognit., vol. 33, no. 9, pp. 1455-1465, Sep. 2000.
    • (2000) Pattern Recognit. , vol.33 , Issue.9 , pp. 1455-1465
    • Maulik, U.1    Bandyopadhyay, S.2
  • 11
    • 34547681969 scopus 로고    scopus 로고
    • GAPS: A clustering method using a new point symmetry-based distance measure
    • Dec.
    • S. Bandyopadhyay and S. Saha, "GAPS: A clustering method using a new point symmetry-based distance measure," Pattern Recognit., vol. 40, no. 12, pp. 3430-3451, Dec. 2007.
    • (2007) Pattern Recognit. , vol.40 , Issue.12 , pp. 3430-3451
    • Bandyopadhyay, S.1    Saha, S.2
  • 12
    • 84893819731 scopus 로고    scopus 로고
    • Survey of multiobjective evolutionary algorithms for data mining: Part II
    • Feb.
    • A. Mukhopadhyay, U. Maulik, S. Bandyopadhyay, and C. A. C. Coello, "Survey of multiobjective evolutionary algorithms for data mining: Part II," IEEE Trans. Evol. Comput., vol. 18, no. 1, pp. 20-35, Feb. 2014.
    • (2014) IEEE Trans. Evol. Comput. , vol.18 , Issue.1 , pp. 20-35
    • Mukhopadhyay, A.1    Maulik, U.2    Bandyopadhyay, S.3    Coello, C.A.C.4
  • 13
    • 34247466658 scopus 로고    scopus 로고
    • Multiobjective genetic clustering for pixel classification in remote sensing imagery
    • May
    • S. Bandyopadhyay, U. Maulik, and A. Mukhopadhyay, "Multiobjective genetic clustering for pixel classification in remote sensing imagery," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 5, pp. 1506-1511, May 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.5 , pp. 1506-1511
    • Bandyopadhyay, S.1    Maulik, U.2    Mukhopadhyay, A.3
  • 14
    • 84884813162 scopus 로고    scopus 로고
    • Automatic fuzzy clustering based on adaptive multi-objective differential evolution for remote sensing imagery
    • Oct.
    • Y. Zhong, S. Zhang, and L. Zhang, "Automatic fuzzy clustering based on adaptive multi-objective differential evolution for remote sensing imagery," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 6, no. 5, pp. 2290-2301, Oct. 2013.
    • (2013) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.6 , Issue.5 , pp. 2290-2301
    • Zhong, Y.1    Zhang, S.2    Zhang, L.3
  • 15
    • 70549090027 scopus 로고    scopus 로고
    • Clustering of hyperspectral images based on multiobjective particle swarm optimization
    • Dec.
    • A. Paoli, F. Melgani, and E. Pasolli, "Clustering of hyperspectral images based on multiobjective particle swarm optimization," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 12, pp. 4175-4188, Dec. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.12 , pp. 4175-4188
    • Paoli, A.1    Melgani, F.2    Pasolli, E.3
  • 16
    • 63149099143 scopus 로고    scopus 로고
    • Unsupervised pixel classification in satellite imagery using multiobjective fuzzy clustering combined with SVM classifier
    • Apr.
    • A. Mukhopadhyay and U. Maulik, "Unsupervised pixel classification in satellite imagery using multiobjective fuzzy clustering combined with SVM classifier," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 4, pp. 1132-1138, Apr. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.4 , pp. 1132-1138
    • Mukhopadhyay, A.1    Maulik, U.2
  • 17
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • Apr.
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II," IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182-197, Apr. 2002.
    • (2002) IEEE Trans. Evol. Comput. , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 18
    • 77951278725 scopus 로고    scopus 로고
    • Memetic computation-past, present & future
    • May
    • Y. S. Ong, M. Lim, and X. Chen, "Memetic computation-Past, present & future," IEEE Comput. Intell. Mag., vol. 5, no. 2, pp. 24-31, May 2010.
    • (2010) IEEE Comput. Intell. Mag. , vol.5 , Issue.2 , pp. 24-31
    • Ong, Y.S.1    Lim, M.2    Chen, X.3
  • 19
    • 80054688019 scopus 로고    scopus 로고
    • A multi-facet survey on memetic computation
    • Oct.
    • X. Chen, Y. S. Ong, M. H. Lim, and K. C. Tan, "A multi-facet survey on memetic computation," IEEE Trans. Evol. Comput., vol. 15, no. 5, pp. 591-607, Oct. 2011.
    • (2011) IEEE Trans. Evol. Comput. , vol.15 , Issue.5 , pp. 591-607
    • Chen, X.1    Ong, Y.S.2    Lim, M.H.3    Tan, K.C.4
  • 20
    • 67650145870 scopus 로고    scopus 로고
    • A probabilistic memetic framework
    • Jun.
    • Q. H. Nguyen, Y. S. Ong, and M. H. Lim, "A probabilistic memetic framework," IEEE Trans. Evol. Comput., vol. 13, no. 3, pp. 604-623, Jun. 2009.
    • (2009) IEEE Trans. Evol. Comput. , vol.13 , Issue.3 , pp. 604-623
    • Nguyen, Q.H.1    Ong, Y.S.2    Lim, M.H.3
  • 21
    • 77951287415 scopus 로고    scopus 로고
    • Lamarckian memetic algorithms: Local optimum and connectivity structure analysis
    • Nov.
    • M. N. Le, Y.-S. Ong, Y. Jin, and B. Sendhoff, "Lamarckian memetic algorithms: Local optimum and connectivity structure analysis," Memetic Comput., vol. 1, no. 3, pp. 175-190, Nov. 2009.
    • (2009) Memetic Comput. , vol.1 , Issue.3 , pp. 175-190
    • Le, M.N.1    Ong, Y.-S.2    Jin, Y.3    Sendhoff, B.4
  • 22
    • 66549112581 scopus 로고    scopus 로고
    • Adaptive cellular memetic algorithms
    • Nov.
    • Q. H. Nguyen, Y. S. Ong, M. H. Lim, and K. Natalio, "Adaptive cellular memetic algorithms," Evol. Comput., vol. 17, no. 2, pp. 231-256, Nov. 2009.
    • (2009) Evol. Comput. , vol.17 , Issue.2 , pp. 231-256
    • Nguyen, Q.H.1    Ong, Y.S.2    Lim, M.H.3    Natalio, K.4
  • 23
    • 84880546811 scopus 로고    scopus 로고
    • Discovering unique, low-energy transition states using evolutionary molecular memetic computing
    • Aug.
    • M. Ellabaan, Y. S. Ong, S. D. Handoko, C. K. Kwoh, and H. Y. Man, "Discovering unique, low-energy transition states using evolutionary molecular memetic computing," IEEE Comput. Intell. Mag., vol. 8, no. 3, pp. 54-63, Aug. 2013.
    • (2013) IEEE Comput. Intell. Mag. , vol.8 , Issue.3 , pp. 54-63
    • Ellabaan, M.1    Ong, Y.S.2    Handoko, S.D.3    Kwoh, C.K.4    Man, H.Y.5
  • 24
    • 84865442620 scopus 로고    scopus 로고
    • A conceptual modeling of meme complexes in stochastic search
    • Sep.
    • X. Chen and Y.-S. Ong, "A conceptual modeling of meme complexes in stochastic search," IEEE Trans. Syst. Man Cybern. C, Appl. Rev., vol. 42, no. 5, pp. 612-625, Sep. 2012.
    • (2012) IEEE Trans. Syst. Man Cybern. C, Appl. Rev. , vol.42 , Issue.5 , pp. 612-625
    • Chen, X.1    Ong, Y.-S.2
  • 25
    • 84861805668 scopus 로고    scopus 로고
    • A self-adaptive memeplexes robust search scheme for solving stochastic demands vehicle routing problem
    • Jul.
    • X. Chen, L. Feng, and Y. S. Ong, "A self-adaptive memeplexes robust search scheme for solving stochastic demands vehicle routing problem," Int. J. Syst. Sci., vol. 43, no. 7, pp. 1347-1366, Jul. 2012.
    • (2012) Int. J. Syst. Sci. , vol.43 , Issue.7 , pp. 1347-1366
    • Chen, X.1    Feng, L.2    Ong, Y.S.3
  • 26
    • 80054831219 scopus 로고    scopus 로고
    • Cooperating memes for vehicle routing problems
    • Apr.
    • X. Chen, Y. S. Ong, M. H. Lim, and Y. S. Ping, "Cooperating memes for vehicle routing problems," Int. J. Innov. Comput. I., vol. 7, no. 11, pp. 1-10, Apr. 2011.
    • (2011) Int. J. Innov. Comput. I. , vol.7 , Issue.11 , pp. 1-10
    • Chen, X.1    Ong, Y.S.2    Lim, M.H.3    Ping, Y.S.4
  • 27
    • 34248351953 scopus 로고    scopus 로고
    • An adaptive multimeme algorithm for designing HIV multidrug therapies
    • Apr.
    • F. Neri, J. Toivanen, G. L. Cascella, and Y.-S. Ong, "An Adaptive multimeme algorithm for designing HIV multidrug therapies," IEEE/ACM Trans. Comput. Biol. Bioinf., vol. 4, no. 2, pp. 264-278, Apr. 2007.
    • (2007) IEEE/ACM Trans. Comput. Biol. Bioinf. , vol.4 , Issue.2 , pp. 264-278
    • Neri, F.1    Toivanen, J.2    Cascella, G.L.3    Ong, Y.-S.4
  • 28
    • 84881171144 scopus 로고    scopus 로고
    • Clustered memetic algorithm with local heuristics for ab initio protein structure prediction
    • Aug.
    • M. K. Islam and M. Chetty, "Clustered memetic algorithm with local heuristics for ab initio protein structure prediction," IEEE Trans. Evol. Comput., vol. 17, no. 4, pp. 558-576, Aug. 2013.
    • (2013) IEEE Trans. Evol. Comput. , vol.17 , Issue.4 , pp. 558-576
    • Islam, M.K.1    Chetty, M.2
  • 29
    • 33847646332 scopus 로고    scopus 로고
    • Wrapper-filter feature selection algorithm using a memetic framework
    • Feb.
    • Z. Zhu, Y. S. Ong, and M. Dash, "Wrapper-filter feature selection algorithm using a memetic framework," IEEE Trans. Syst. Man Cybern. B, Cybern., vol. 37, no. 1, pp. 70-76, Feb. 2007.
    • (2007) IEEE Trans. Syst. Man Cybern. B, Cybern. , vol.37 , Issue.1 , pp. 70-76
    • Zhu, Z.1    Ong, Y.S.2    Dash, M.3
  • 30
    • 70349871709 scopus 로고    scopus 로고
    • Memetic algorithm with extended neighborhood search for capacitated arc routing problems
    • Oct.
    • K. Tang, Y. Mei, and X. Yao, "Memetic algorithm with extended neighborhood search for capacitated arc routing problems," IEEE Trans. Evol. Comput., vol. 13, no. 5, pp. 1151-1166, Oct. 2009.
    • (2009) IEEE Trans. Evol. Comput. , vol.13 , Issue.5 , pp. 1151-1166
    • Tang, K.1    Mei, Y.2    Yao, X.3
  • 31
    • 79959441227 scopus 로고    scopus 로고
    • Affinity propagation based memetic band selection on hyperspectral imagery datasets
    • Z. Zhu, S. Jia, and Z. Ji, "Affinity propagation based memetic band selection on hyperspectral imagery datasets," in Proc. IEEE CEC, 2010, pp. 1-7.
    • (2010) Proc. IEEE CEC , pp. 1-7
    • Zhu, Z.1    Jia, S.2    Ji, Z.3
  • 32
    • 84899940849 scopus 로고    scopus 로고
    • An adaptivememetic fuzzy clustering algorithm with spatial information for remote sensing imagery
    • Y. Zhong, A. Ma, and L. Zhang, "An adaptivememetic fuzzy clustering algorithm with spatial information for remote sensing imagery," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 7, no. 4, pp. 1235-1248, 2014.
    • (2014) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.7 , Issue.4 , pp. 1235-1248
    • Zhong, Y.1    Ma, A.2    Zhang, L.3
  • 33
    • 77951266763 scopus 로고    scopus 로고
    • Natural and remote sensing image segmentation using memetic computing
    • May
    • L. Jiao et al., "Natural and remote sensing image segmentation using memetic computing," IEEE Comput. Intell. Mag., vol. 5, no. 2, pp. 78-91, May 2010.
    • (2010) IEEE Comput. Intell. Mag. , vol.5 , Issue.2 , pp. 78-91
    • Jiao, L.1
  • 34
    • 56449118325 scopus 로고    scopus 로고
    • A local search based evolutionary multi-objective optimization approach for fast and accurate convergence
    • G. Rudolph, T. Jansen, S. Lucas, C. Poloni, and N. Beume, Eds. Berlin, Germany: Springer-Verlag
    • K. Sindhya, K. Deb, and K. Miettinen, "A local search based evolutionary multi-objective optimization approach for fast and accurate convergence," in Parallel Problem Solving from Nature-PPSN X, vol. 5199, G. Rudolph, T. Jansen, S. Lucas, C. Poloni, and N. Beume, Eds. Berlin, Germany: Springer-Verlag, 2008, pp. 815-824.
    • (2008) Parallel Problem Solving from Nature-PPSN X , vol.5199 , pp. 815-824
    • Sindhya, K.1    Deb, K.2    Miettinen, K.3
  • 36
    • 31744449012 scopus 로고    scopus 로고
    • Classification of adaptive memetic algorithms: A comparative study
    • Feb.
    • Y. S. Ong, M. Lim, N. Zhu, and K. Wong, "Classification of adaptive memetic algorithms: A comparative study," IEEE Trans. Syst. Man Cybern. B, Cybern., vol. 36, no. 1, pp. 141-152, Feb. 2006.
    • (2006) IEEE Trans. Syst. Man Cybern. B, Cybern. , vol.36 , Issue.1 , pp. 141-152
    • Ong, Y.S.1    Lim, M.2    Zhu, N.3    Wong, K.4
  • 37
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces
    • Dec.
    • R. Storn and K. Price, "Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces," J. Global Optim., vol. 11, no. 4, pp. 341-359, Dec. 1997.
    • (1997) J. Global Optim. , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 38
    • 79952003251 scopus 로고    scopus 로고
    • Differential evolution: A survey of the state-of-the-art
    • Feb.
    • S. Das and P. N. Suganthan, "Differential evolution: A survey of the state-of-the-art," IEEE Trans. Evol. Comput., vol. 15, no. 1, pp. 4-31, Feb. 2011.
    • (2011) IEEE Trans. Evol. Comput. , vol.15 , Issue.1 , pp. 4-31
    • Das, S.1    Suganthan, P.N.2
  • 39
    • 77956059820 scopus 로고    scopus 로고
    • Automatic fuzzy clustering using modified differential evolution for image classification
    • Sep.
    • U. Maulik and I. Saha, "Automatic fuzzy clustering using modified differential evolution for image classification," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 9, pp. 3503-3510, Sep. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.9 , pp. 3503-3510
    • Maulik, U.1    Saha, I.2
  • 40
    • 84880118450 scopus 로고    scopus 로고
    • Self-adaptive differential evolution for feature selection in hyperspectral image data
    • Apr.
    • A. Ghosh, A. Datta, and S. Ghosh, "Self-adaptive differential evolution for feature selection in hyperspectral image data," Appl. Soft Comput., vol. 13, no. 4, pp. 1969-1977, Apr. 2013.
    • (2013) Appl. Soft Comput. , vol.13 , Issue.4 , pp. 1969-1977
    • Ghosh, A.1    Datta, A.2    Ghosh, S.3
  • 41
    • 84894030439 scopus 로고    scopus 로고
    • An adaptive differential evolution endmember extraction algorithm for hyperspectral remote sensing imagery
    • Jun.
    • Y. Zhong, L. Zhao, and L. Zhang, "An adaptive differential evolution endmember extraction algorithm for hyperspectral remote sensing imagery," IEEE Geosci. Remote Sens. Lett., vol. 11, no. 6, pp. 1061-1065, Jun. 2014.
    • (2014) IEEE Geosci. Remote Sens. Lett. , vol.11 , Issue.6 , pp. 1061-1065
    • Zhong, Y.1    Zhao, L.2    Zhang, L.3
  • 42
    • 84866481410 scopus 로고    scopus 로고
    • Remote sensing image subpixel mapping based on adaptive differential evolution
    • Oct.
    • Y. Zhong and L. Zhang, "Remote sensing image subpixel mapping based on adaptive differential evolution," IEEE Trans. Syst. Man Cybern. B, Cybern., vol. 42, no. 5, pp. 1306-1329, Oct. 2012.
    • (2012) IEEE Trans. Syst. Man Cybern. B, Cybern. , vol.42 , Issue.5 , pp. 1306-1329
    • Zhong, Y.1    Zhang, L.2
  • 43
    • 0026204245 scopus 로고
    • A validity measure for fuzzy clustering
    • Aug.
    • X. L. Xie and G. Beni, "A validity measure for fuzzy clustering," IEEE Trans. Pattern Anal. Mach. Intell., vol. 13, no. 8, pp. 841-847, Aug. 1991.
    • (1991) IEEE Trans. Pattern Anal. Mach. Intell. , vol.13 , Issue.8 , pp. 841-847
    • Xie, X.L.1    Beni, G.2
  • 44
    • 79960700172 scopus 로고    scopus 로고
    • A validity index for prototype-based clustering of data sets with complex cluster structures
    • Aug.
    • K. Tasdemir and E. Merenyi, "A validity index for prototype-based clustering of data sets with complex cluster structures," IEEE Trans. Syst. Man Cybern. B, Cybern., vol. 41, no. 4, pp. 1039-1053, Aug. 2011.
    • (2011) IEEE Trans. Syst. Man Cybern. B, Cybern. , vol.41 , Issue.4 , pp. 1039-1053
    • Tasdemir, K.1    Merenyi, E.2
  • 45
    • 0029360028 scopus 로고
    • On cluster validity for the fuzzy c-means model
    • Aug.
    • N. R. Pal and J. C. Bezdek, "On cluster validity for the fuzzy c-means model," IEEE Trans. Fuzzy Syst., vol. 3, no. 3, pp. 370-379, Aug. 1995.
    • (1995) IEEE Trans. Fuzzy Syst. , vol.3 , Issue.3 , pp. 370-379
    • Pal, N.R.1    Bezdek, J.C.2
  • 46
    • 29144475139 scopus 로고    scopus 로고
    • A weighted sum validity function for clustering with a hybrid niching genetic algorithm
    • Dec.
    • W. Sheng, S. Swift, L. Zhang, and X. Liu, "A weighted sum validity function for clustering with a hybrid niching genetic algorithm," IEEE Trans. Syst. Man Cybern. B, Cybern., vol. 35, no. 6, pp. 1156-1167, Dec. 2005.
    • (2005) IEEE Trans. Syst. Man Cybern. B, Cybern. , vol.35 , Issue.6 , pp. 1156-1167
    • Sheng, W.1    Swift, S.2    Zhang, L.3    Liu, X.4
  • 47
    • 34548108555 scopus 로고    scopus 로고
    • MOEA/D: A multiobjective evolutionary algorithm based on decomposition
    • Dec.
    • Q. Zhang and H. Li, "MOEA/D: A multiobjective evolutionary algorithm based on decomposition," IEEE Trans. Evol. Comput., vol. 11, no. 6, pp. 712-731, Dec. 2007.
    • (2007) IEEE Trans. Evol. Comput. , vol.11 , Issue.6 , pp. 712-731
    • Zhang, Q.1    Li, H.2
  • 48
    • 33847199831 scopus 로고    scopus 로고
    • Selfadapting control parameters in differential evolution: A comparative study on numerical benchmark problems
    • Dec.
    • J. Brest, S. Greiner, B. Boskovic, M. Mernik, and V. Zumer, "Selfadapting control parameters in differential evolution: A comparative study on numerical benchmark problems," IEEE Trans. Evol. Comput., vol. 10, no. 6, pp. 646-657, Dec. 2006.
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , Issue.6 , pp. 646-657
    • Brest, J.1    Greiner, S.2    Boskovic, B.3    Mernik, M.4    Zumer, V.5
  • 49
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Apr.
    • J. Cohen, "A coefficient of agreement for nominal scales," Educ. Psychol. Meas., vol. 20, no. 1, pp. 37-46, Apr. 1960.
    • (1960) Educ. Psychol. Meas. , vol.20 , Issue.1 , pp. 37-46
    • Cohen, J.1
  • 50
    • 85028169326 scopus 로고    scopus 로고
    • [Online]
    • [Online]. Available: http://www.ehu.es/ccwintco/index.php/Hyperspectral-Remote-Sensing-Scenes


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.