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Volumn 42, Issue 3, 2012, Pages 582-590

An optimization of allocation of information granularity in the interpretation of data structures: Toward granular fuzzy clustering

Author keywords

Clustering; fuzzy clustering; granular prototypes; granulation degranulation scheme; information granularity; optimal granularity allocation

Indexed keywords

CLUSTERING; GRANULAR PROTOTYPE; GRANULATION-DEGRANULATION SCHEME; INFORMATION GRANULARITY; OPTIMAL GRANULARITY ALLOCATION;

EID: 84861189820     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2011.2170067     Document Type: Article
Times cited : (98)

References (22)
  • 3
    • 13844298042 scopus 로고    scopus 로고
    • A model of granular data: A design problem with the Tchebyschev FCM
    • DOI 10.1007/s00500-003-0339-2
    • A. Bargiela and W. Pedrycz, "A model of granular data: A design problem with the Tchebyschev FCM," J. Soft Comput., vol. 9, no. 3, pp. 155-163, Mar. 2005. (Pubitemid 40241929)
    • (2005) Soft Computing , vol.9 , Issue.3 , pp. 155-163
    • Bargiela, A.1    Pedrycz, W.2
  • 4
    • 42549111230 scopus 로고    scopus 로고
    • Toward a theory of granular computing for human-centered information processing
    • DOI 10.1109/TFUZZ.2007.905912
    • A. Bargiela and W. Pedrycz, "Toward a theory of granular computing for human-centered information processing," IEEE Trans. Fuzzy Syst., vol. 16, no. 2, pp. 320-330, Apr. 2008. (Pubitemid 351586034)
    • (2008) IEEE Transactions on Fuzzy Systems , vol.16 , Issue.2 , pp. 320-330
    • Bargiela, A.1    Pedrycz, W.2
  • 6
    • 27844577686 scopus 로고    scopus 로고
    • Interface optimality in fuzzy inference systems
    • Feb.
    • G. Castellano, A. M. Fanelli, and C. Mencar, "Interface optimality in fuzzy inference systems," Int. J. Approx. Reason., vol. 41, no. 2, pp. 128-145, Feb. 2006.
    • (2006) Int. J. Approx. Reason. , vol.41 , Issue.2 , pp. 128-145
    • Castellano, G.1    Fanelli, A.M.2    Mencar, C.3
  • 7
    • 69949160392 scopus 로고    scopus 로고
    • Transparent linguistic interface generation and its application in fuzzy decision trees
    • L. Chen and C. L. P. Chen, "Transparent linguistic interface generation and its application in fuzzy decision trees," in Proc. IEEE Int. Conf. SMC, 2008, pp. 1337-1342.
    • (2008) Proc. IEEE Int. Conf. SMC , pp. 1337-1342
    • Chen, L.1    Chen, C.L.P.2
  • 8
    • 33750318838 scopus 로고    scopus 로고
    • Regranulation: A granular algorithm enabling communication between granular worlds
    • DOI 10.1016/j.ins.2006.03.020, PII S0020025506000788
    • S. Dick, A. Schenker, W. Pedrycz, and A. Kandel, "Regranulation: A granular algorithm enabling communication between granular worlds," Inform. Sci., vol. 177, no. 2, pp. 408-435, Jan. 2007. (Pubitemid 44634443)
    • (2007) Information Sciences , vol.177 , Issue.2 , pp. 408-435
    • Dick, S.1    Schenker, A.2    Pedrycz, W.3    Kandel, A.4
  • 9
    • 0034937189 scopus 로고    scopus 로고
    • Linguistic summaries of data using fuzzy logic
    • J. Kacprzyk and R. R. Yager, "Linguistic summaries of data using fuzzy logic," Int. J. Gen. Syst., vol. 30, no. 2, pp. 33-154, 2001.
    • (2001) Int. J. Gen. Syst. , vol.30 , Issue.2 , pp. 33-154
    • Kacprzyk, J.1    Yager, R.R.2
  • 10
    • 19744369239 scopus 로고    scopus 로고
    • Linguistic database summaries and their protoforms: Towards natural language based knowledge discovery tools
    • DOI 10.1016/j.ins.2005.03.002, PII S002002550500085X, Dealing with Uncertainty in Data Mining and Information Extraction
    • J. Kacprzyk and S. Zadrozny, "Linguistic database summaries and their protoforms: Toward natural language based knowledge discovery tools," Inform. Sci., vol. 173, no. 4, pp. 281-304, Jun. 2005. (Pubitemid 40744228)
    • (2005) Information Sciences , vol.173 , Issue.4 , pp. 281-304
    • Kacprzyk, J.1    Zadrozny, S.2
  • 11
    • 33749382626 scopus 로고    scopus 로고
    • Evolving compact and interpretable Takagi-Sugeno fuzzy models with a new encoding scheme
    • Oct.
    • M. S. Kim, C. H. Kim, and J. J. Lee, "Evolving compact and interpretable Takagi-Sugeno fuzzy models with a new encoding scheme," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 36, no. 5, pp. 1006-1023, Oct. 2006.
    • (2006) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.36 , Issue.5 , pp. 1006-1023
    • Kim, M.S.1    Kim, C.H.2    Lee, J.J.3
  • 13
    • 33845324097 scopus 로고    scopus 로고
    • Clustering research using dynamic modeling based on granular computing
    • DOI 10.1109/GRC.2005.1547350, 1547350, 2005 IEEE International Conference on Granular Computing
    • Q. Liu, W. Jin, S. Wu, and Y. Zhou, "Clustering research using dynamic modeling based on granular computing," in Proc. IEEE Int. Conf. Granular Comput., 2005, vol. 2, pp. 539-543. (Pubitemid 44867653)
    • (2005) 2005 IEEE International Conference on Granular Computing , vol.2005 , pp. 539-543
    • Liu, Q.1    Jin, W.2    Wu, S.3    Zhou, Y.4
  • 14
    • 54049102777 scopus 로고    scopus 로고
    • Interpretability constraints for fuzzy information granulation
    • Dec.
    • C. Mencar and A. M. Fanelli, "Interpretability constraints for fuzzy information granulation," Inform. Sci., vol. 178, no. 24, pp. 4585-4618, Dec. 2008.
    • (2008) Inform. Sci. , vol.178 , Issue.24 , pp. 4585-4618
    • Mencar, C.1    Fanelli, A.M.2
  • 15
    • 0028424412 scopus 로고
    • Why triangular membership functions?
    • May
    • W. Pedrycz, "Why triangular membership functions?," Fuzzy Sets Syst., vol. 64, no. 1, pp. 21-30, May 1994.
    • (1994) Fuzzy Sets Syst. , vol.64 , Issue.1 , pp. 21-30
    • Pedrycz, W.1
  • 16
    • 41549107083 scopus 로고    scopus 로고
    • A development of fuzzy encoding and decoding through fuzzy clustering
    • DOI 10.1109/TIM.2007.913809
    • W. Pedrycz and J. Valente de Oliveira, "A development of fuzzy encoding and decoding through fuzzy clustering," IEEE Trans. Instrumen. Meas., vol. 57, no. 4, pp. 829-837, Apr. 2008. (Pubitemid 351460475)
    • (2008) IEEE Transactions on Instrumentation and Measurement , vol.57 , Issue.4 , pp. 829-837
    • Pedrycz, W.1    De Oliveira, J.V.2
  • 18
    • 78049345765 scopus 로고    scopus 로고
    • The structural clustering and analysis of metric based on granular space
    • Nov.
    • X. Q. Tang, P. Zhu, and J. X. Cheng, "The structural clustering and analysis of metric based on granular space," Pattern Recognit., vol. 43, no. 11, pp. 3768-3786, Nov. 2010.
    • (2010) Pattern Recognit. , vol.43 , Issue.11 , pp. 3768-3786
    • Tang, X.Q.1    Zhu, P.2    Cheng, J.X.3
  • 19
    • 34548269905 scopus 로고    scopus 로고
    • Multi-Objective Particle Swarm Optimization with time variant inertia and acceleration coefficients
    • DOI 10.1016/j.ins.2007.06.018, PII S0020025507003155
    • P. K. Tripathi, S. Bandyopadhyay, and S. K. Pal, "Multi-objective particle swarm optimization with time variant inertia and acceleration coefficients," Inform. Sci., vol. 177, no. 22, pp. 5033-5049, Nov. 2007. (Pubitemid 47331463)
    • (2007) Information Sciences , vol.177 , Issue.22 , pp. 5033-5049
    • Tripathi, P.K.1    Bandyopadhyay, S.2    Pal, S.K.3
  • 20
    • 31944448941 scopus 로고    scopus 로고
    • A study of particle swarm optimization particle trajectories
    • DOI 10.1016/j.ins.2005.02.003, PII S0020025505000630
    • F. van den Bergh and A. P. Engelbrecht, "A study of particle swarm optimization particle trajectories," Inform. Sci., vol. 176, no. 8, pp. 937-971, Apr. 2006. (Pubitemid 43190068)
    • (2006) Information Sciences , vol.176 , Issue.8 , pp. 937-971
    • Van Den Bergh, F.1    Engelbrecht, A.P.2
  • 21
    • 18144388681 scopus 로고    scopus 로고
    • Toward a generalized theory of uncertainty (GTU)- An outline
    • DOI 10.1016/j.ins.2005.01.017, PII S002002550500054X
    • L. A. Zadeh, "Toward a generalized theory of uncertainty (GTU)-An outline," Inform. Sci., vol. 172, no. 1/2, pp. 1-40, Jun. 2005. (Pubitemid 40612866)
    • (2005) Information Sciences , vol.172 , Issue.1-2 , pp. 1-40
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.