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Volumn 21, Issue 3, 2013, Pages 492-509

A mutually recurrent interval type-2 neural fuzzy system (MRIT2NFS) with self-evolving structure and parameters

Author keywords

Dynamic system identification; on line fuzzy clustering; recurrent neural fuzzy systems; type 2 fuzzy systems

Indexed keywords

GRADIENT DESCENT ALGORITHMS; INTERVAL TYPE-2 FUZZY SETS; KALMAN FILTER ALGORITHMS; NEURAL FUZZY SYSTEMS; RECURRENT FUZZY NEURAL NETWORK; TAKAGI-SUGENO-KANG TYPES; TIME SERIES PREDICTION; TYPE-2 FUZZY SYSTEMS;

EID: 84878732762     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/TFUZZ.2013.2255613     Document Type: Article
Times cited : (81)

References (61)
  • 1
    • 0030389065 scopus 로고    scopus 로고
    • Recursive learning algorithms for training fuzzy recurrent models
    • J. B. Theocharis and G. Vachtsevanos, "Recursive learning algorithms for training fuzzy recurrent models, " Int. J. Intell. Syst., vol. 11, no. 12, pp. 1059-1098, 1996. (Pubitemid 126576163)
    • (1996) International Journal of Intelligent Systems , vol.11 , Issue.12 , pp. 1059-1098
    • Theocharis, J.1    Vachtsevanos, G.2
  • 2
    • 0033098832 scopus 로고    scopus 로고
    • Recurrent neuro-fuzzy networks for nonlinear process modeling
    • Feb
    • J. Zhang and A. J. Morris, "Recurrent neuro-fuzzy networks for nonlinear process modeling, " IEEE Trans. Neural Netw., vol. 10, no. 2, pp. 313-326, Feb. 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.2 , pp. 313-326
    • Zhang, J.1    Morris, A.J.2
  • 3
    • 0031142474 scopus 로고    scopus 로고
    • Dynamic non-singleton fuzzy logic systems for nonlinear modeling
    • PII S1063670697028439
    • C. Mouzouris and J. M. Mendel, "Dynamic nonsingleton fuzzy logic systems for nonlinear modeling, " IEEE Trans. Fuzzy Syst., vol. 5, no. 2, pp. 199-208, May 1997. (Pubitemid 127768508)
    • (1997) IEEE Transactions on Fuzzy Systems , vol.5 , Issue.2 , pp. 199-208
    • Mouzouris, G.C.1    Mendel, J.M.2
  • 4
    • 2942512996 scopus 로고    scopus 로고
    • Direct adaptive iterative learning control of nonlinear systems using an output-recurrent fuzzy neural network
    • Jun
    • Y. C. Wang, C. J. Chien, and C. C. Teng, "Direct adaptive iterative learning control of nonlinear systems using an output-recurrent fuzzy neural network, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 5, pp. 2144-2154, Jun. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.34 , Issue.5 , pp. 2144-2154
    • Wang, Y.C.1    Chien, C.J.2    Teng, C.C.3
  • 5
    • 0034244894 scopus 로고    scopus 로고
    • Identification and control of dynamic systems using recurrent fuzzy neural networks
    • Aug
    • C. H. Lee and C. C. Teng, "Identification and control of dynamic systems using recurrent fuzzy neural networks, " IEEE Trans. Fuzzy Syst., vol. 8, no. 4, pp. 349-366, Aug. 2000.
    • (2000) IEEE Trans. Fuzzy Syst. , vol.8 , Issue.4 , pp. 349-366
    • Lee, C.H.1    Teng, C.C.2
  • 6
    • 4844222566 scopus 로고    scopus 로고
    • Prediction and identification using wavelet-based recurrent fuzzy neural networks
    • Oct
    • C. J. Lin and C. C. Chin, "Prediction and identification using wavelet-based recurrent fuzzy neural networks, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 5, pp. 2144-2154, Oct. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.34 , Issue.5 , pp. 2144-2154
    • Lin, C.J.1    Chin, C.C.2
  • 7
    • 0032681147 scopus 로고    scopus 로고
    • A recurrent self-organizing neural fuzzy inference network
    • Jul
    • C. F. Juang and C. T. Lin, "A recurrent self-organizing neural fuzzy inference network, " IEEE Trans. Neural Netw., vol. 10, no. 4, pp. 828-845, Jul. 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.4 , pp. 828-845
    • Juang, C.F.1    Lin, C.T.2
  • 9
    • 0036531230 scopus 로고    scopus 로고
    • A TSK-type recurrent fuzzy network for dynamic systems processing by neural network and genetic algorithm
    • Apr
    • C. F. Juang, "A TSK-type recurrent fuzzy network for dynamic systems processing by neural network and genetic algorithm, " IEEE Trans. Fuzzy Syst., vol. 10, no. 2, pp. 155-170, Apr. 2002.
    • (2002) IEEE Trans. Fuzzy Syst. , vol.10 , Issue.2 , pp. 155-170
    • Juang, C.F.1
  • 10
    • 33744792340 scopus 로고    scopus 로고
    • Water bath temperature control by a recurrent fuzzy controller and its FPGA implementation
    • Jun
    • C. F. Juang and J. S. Chen, "Water bath temperature control by a recurrent fuzzy controller and its FPGA implementation, " IEEE Trans. Ind. Electron., vol. 53, no. 3, pp. 941-949, Jun. 2006.
    • (2006) IEEE Trans. Ind. Electron. , vol.53 , Issue.3 , pp. 941-949
    • Juang, C.F.1    Chen, J.S.2
  • 11
    • 77955429412 scopus 로고    scopus 로고
    • A recurrent self-evolving fuzzy neural network with local feedbacks and its application to dynamic system processing
    • Oct.
    • C. F. Juang, Y. Y. Lin, and C. C. Tu, "A recurrent self-evolving fuzzy neural network with local feedbacks and its application to dynamic system processing, " Fuzzy Sets Syst., vol. 161, pp. 2552-2568, Oct. 2010.
    • (2010) Fuzzy Sets Syst. , vol.161 , pp. 2552-2568
    • Juang, C.F.1    Lin, Y.Y.2    Tu, C.C.3
  • 12
    • 28044450377 scopus 로고    scopus 로고
    • A high-order recurrent neuro-fuzzy system with internal dynamics: Application to the adaptive noise cancellation
    • DOI 10.1016/j.fss.2005.07.008, PII S016501140500374X
    • J. B.Theocharis, "Ahigh-order recurrent neuro-fuzzy system with internal dynamics: Application to the adaptive noise cancellation, " Fuzzy Sets Syst., vol. 157, no. 4, pp. 471-500, Feb. 2006. (Pubitemid 41690771)
    • (2006) Fuzzy Sets and Systems , vol.157 , Issue.4 , pp. 471-500
    • Theocharis, J.B.1
  • 15
    • 0036530350 scopus 로고    scopus 로고
    • Type-2 fuzzy sets made simple
    • DOI 10.1109/91.995115, PII S1063670602029600
    • J. M. Mendel and R.I. John, "Type-2 fuzzy sets made simple, " IEEE Trans. Fuzzy Syst., vol. 10, no. 2, pp. 117-127, Apr. 2002. (Pubitemid 34554858)
    • (2002) IEEE Transactions on Fuzzy Systems , vol.10 , Issue.2 , pp. 117-127
    • Mendel, J.M.1    John, R.I.B.2
  • 16
    • 34248152046 scopus 로고    scopus 로고
    • Type-2 fuzzy sets and systems: An overview
    • Feb
    • J. M. Mendel, "Type-2 fuzzy sets and systems: An overview, " IEEE Com-put. Intell. Mag., vol. 2, no. 1, pp. 20-29, Feb. 2007.
    • (2007) IEEE Com-put. Intell. Mag. , vol.2 , Issue.1 , pp. 20-29
    • Mendel, J.M.1
  • 17
    • 34248231350 scopus 로고    scopus 로고
    • Type-2 fuzzy logic: A historical view
    • DOI 10.1109/MCI.2007.357194
    • R. John and S. Coupland, "Type-2 fuzzy logic: A historical view, " IEEE Comput. Intell. Mag., vol. 2, no. 1, pp. 57-62, Feb. 2007. (Pubitemid 46718758)
    • (2007) IEEE Computational Intelligence Magazine , vol.2 , Issue.1 , pp. 57-62
    • John, R.1    Coupland, S.2
  • 18
    • 49449100216 scopus 로고    scopus 로고
    • Type-2 fuzzy Gaussian mixture models
    • Dec
    • J. Zeng, L. Xie, and Z. Q. Liu, "Type-2 fuzzy Gaussian mixture models, " Pattern Recognit., vol. 41, no. 12, pp. 3636-3643, Dec. 2008.
    • (2008) Pattern Recognit. , vol.41 , Issue.12 , pp. 3636-3643
    • Zeng, J.1    Xie, L.2    Liu, Z.Q.3
  • 19
    • 0034297774 scopus 로고    scopus 로고
    • Equalization of nonlinear time-varying channels using type-2 fuzzy adaptive filters
    • Oct
    • Q. Liang and J. M. Mendel, "Equalization of nonlinear time-varying channels using type-2 fuzzy adaptive filters, " IEEE Trans. Fuzzy Syst., vol. 8, no. 5, pp. 551-563, Oct. 2000.
    • (2000) IEEE Trans. Fuzzy Syst. , vol.8 , Issue.5 , pp. 551-563
    • Liang, Q.1    Mendel, J.M.2
  • 20
    • 0034295771 scopus 로고    scopus 로고
    • Interval type-2 fuzzy logic systems: Theory and design
    • Oct
    • Q. Liang and J. M. Mendel, "Interval type-2 fuzzy logic systems: Theory and design, " IEEE Trans. Fuzzy Syst., vol. 8, no. 5, pp. 535-550, Oct. 2000.
    • (2000) IEEE Trans. Fuzzy Syst. , vol.8 , Issue.5 , pp. 535-550
    • Liang, Q.1    Mendel, J.M.2
  • 21
    • 33749379258 scopus 로고    scopus 로고
    • Comments on "Dynamical optimal training for interval type-2 fuzzy neural network (T2FNN)"
    • DOI 10.1109/TCSI.2006.873184
    • H. Hagras, "Comments on dynamical optimal training for interval type-2 fuzzy neural network (T2FNN), " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 36, no. 5, pp. 1206-1209, Oct. 2006. (Pubitemid 44500790)
    • (2006) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.36 , Issue.5 , pp. 1206-1209
    • Hagras, H.1
  • 22
    • 33745147865 scopus 로고    scopus 로고
    • Type-2 fuzzy hidden Markov models and their application to speech recognition
    • DOI 10.1109/TFUZZ.2006.876366
    • J. Zeng and Z. Q. Liu, "Type-2 fuzzy hidden Markov models and their application to speech recognition, " IEEE Trans. Fuzzy Syst., vol. 14, no. 3, pp. 454-467, Jun. 2006. (Pubitemid 43898887)
    • (2006) IEEE Transactions on Fuzzy Systems , vol.14 , Issue.3 , pp. 454-467
    • Zeng, J.1    Liu, Z.-Q.2
  • 23
    • 33947430572 scopus 로고    scopus 로고
    • Uncertain fuzzy clustering: Interval type-2 fuzzy approach to C-means
    • Feb
    • C. H. Wang and F. C. H. Rhee, "Uncertain fuzzy clustering: Interval type-2 fuzzy approach to C-means, " IEEE Trans. Fuzzy Syst., vol. 15, no. 1, pp. 107-120, Feb. 2007.
    • (2007) IEEE Trans. Fuzzy Syst. , vol.15 , Issue.1 , pp. 107-120
    • Wang, C.H.1    Rhee, F.C.H.2
  • 24
    • 23944507837 scopus 로고    scopus 로고
    • Interval type-2 TSK fuzzy logic systems using hybrid learning algorithm
    • Proceedings of the IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2005
    • G. M. Mendez and O. Castillo, "Interval type-2 TSK fuzzy logic systems using hybrid learning algorithm, " in Proc. IEEE Int. Conf. Fuzzy Syst., May 22-25, 2005, pp. 230-235. (Pubitemid 41189512)
    • (2005) IEEE International Conference on Fuzzy Systems , pp. 230-235
    • Mendez, G.M.1    Castillo, O.2
  • 25
    • 2942640859 scopus 로고    scopus 로고
    • Systems identification using type-2 fuzzy neural network (Type-2 FNN) systems
    • Jul. 16-20
    • C. H. Lee, Y. C. Lin, and W. Y. Lai, "Systems identification using type-2 fuzzy neural network (Type-2 FNN) systems, " in Proc. IEEE Int. Symp. Comput. Intell. Robotics Autom., Jul. 16-20, 2003, vol. 3, pp. 1264-1269.
    • (2003) Proc. IEEE Int. Symp. Comput. Intell. Robotics Autom , vol.3 , pp. 1264-1269
    • Lee, C.H.1    Lin, Y.C.2    Lai, W.Y.3
  • 26
    • 2942547512 scopus 로고    scopus 로고
    • Dynamical optimal training for interval type-2 fuzzy neural network (T2FNN)
    • Jun
    • C. H. Wang, C. S. Cheng, and T. T. Lee, "Dynamical optimal training for interval type-2 fuzzy neural network (T2FNN), " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 3, pp. 1462-1477, Jun. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.34 , Issue.3 , pp. 1462-1477
    • Wang, C.H.1    Cheng, C.S.2    Lee, T.T.3
  • 27
    • 1542273540 scopus 로고    scopus 로고
    • Computing derivatives in interval type-2 fuzzy logic system
    • Feb
    • J. M. Mendel, "Computing derivatives in interval type-2 fuzzy logic system, " IEEE Trans. Fuzzy Syst., vol. 12, no. 1, pp. 84-98, Feb. 2004.
    • (2004) IEEE Trans. Fuzzy Syst. , vol.12 , Issue.1 , pp. 84-98
    • Mendel, J.M.1
  • 28
    • 70449433454 scopus 로고    scopus 로고
    • System identification and adaptive filter using a novel fuzzy neuro system
    • Y. C. Lin and C. H. Lee, "System identification and adaptive filter using a novel fuzzy neuro system, " Int. J. Comput. Cognition, vol. 5, no. 1, pp. 15-26, 2007.
    • (2007) Int. J. Comput. Cognition , vol.5 , Issue.1 , pp. 15-26
    • Lin, Y.C.1    Lee, C.H.2
  • 29
    • 77957586275 scopus 로고    scopus 로고
    • Interval type-2 fuzzy neural network for ball and beam systems
    • Jul. 1-3
    • W. S. Chan, C. Y. Lee, C. W. Chang, and Y. H. Chang, "Interval type-2 fuzzy neural network for ball and beam systems, " in Proc. IEEE conf. Syst. Sci. Eng., Jul. 1-3, 2010, pp. 315-320.
    • (2010) Proc. IEEE Conf. Syst. Sci. Eng , pp. 315-320
    • Chan, W.S.1    Lee, C.Y.2    Chang, C.W.3    Chang, Y.H.4
  • 30
    • 58149487281 scopus 로고    scopus 로고
    • A self-evolving interval type-2 fuzzy neural network with online structure and parameter learning
    • Dec
    • C. F. Juang and Y. W. Tsao, "A self-evolving interval type-2 fuzzy neural network with online structure and parameter learning, " IEEE Trans. Fuzzy Syst., vol. 16, no. 6, pp. 1411-1424, Dec. 2008.
    • (2008) IEEE Trans. Fuzzy Syst. , vol.16 , Issue.6 , pp. 1411-1424
    • Juang, C.F.1    Tsao, Y.W.2
  • 31
    • 52449111535 scopus 로고    scopus 로고
    • Interval type-2 fuzzy neural network controller (IT2FNNC) and its application to a coupled-tank liquid-level control system
    • Jun. 18-20
    • C. D. Li, J. Q. Yi, and D. B. Zhao, "Interval type-2 fuzzy neural network controller (IT2FNNC) and its application to a coupled-tank liquid-level control system, " in Proc. Int. Conf. Innovative Comput. Inf. Control, Jun. 18-20 2008, p. 508.
    • (2008) Proc. Int. Conf. Innovative Comput. Inf. Control , pp. 508
    • Li, C.D.1    Yi, J.Q.2    Zhao, D.B.3
  • 32
    • 85008048477 scopus 로고    scopus 로고
    • Adaptive control of two-axis motion control system using interval type-2 fuzzy neural network
    • Jan
    • F. J. Lin and P. H. Chou, "Adaptive control of two-axis motion control system using interval type-2 fuzzy neural network, " IEEE Trans. Ind. Electron., vol. 56, no. 1, pp. 178-193, Jan. 2009.
    • (2009) IEEE Trans. Ind. Electron. , vol.56 , Issue.1 , pp. 178-193
    • Lin, F.J.1    Chou, P.H.2
  • 33
    • 77955490941 scopus 로고    scopus 로고
    • An interval type-2 fuzzy neural network with support vector regression for noisy regression problems
    • Aug
    • C. F. Juang, R. B. Huang, and W. Y. Cheng, "An interval type-2 fuzzy neural network with support vector regression for noisy regression problems, " IEEE Trans. Fuzzy Syst., vol. 18, no. 4, pp. 686-699, Aug. 2010.
    • (2010) IEEE Trans. Fuzzy Syst. , vol.18 , Issue.4 , pp. 686-699
    • Juang, C.F.1    Huang, R.B.2    Cheng, W.Y.3
  • 34
    • 78349269936 scopus 로고    scopus 로고
    • Type-2 fuzzy neural structure for identification and control of time-varying plants
    • Dec
    • R. H. Abiyev and O. Kaynak, "Type-2 fuzzy neural structure for identification and control of time-varying plants, " IEEE Trans. Ind. Electron., vol. 57, no. 12, pp. 4147-4159, Dec. 2010.
    • (2010) IEEE Trans. Ind. Electron. , vol.57 , Issue.12 , pp. 4147-4159
    • Abiyev, R.H.1    Kaynak, O.2
  • 35
    • 77956951779 scopus 로고    scopus 로고
    • A novel recurrent interval type-2 fuzzy neural network for nonlinear channel equalization
    • Mar. 18-20
    • C. H. Lee, H. H. Chang, C. T. Kuo, J. C. Chien, and T. W. Hu, "A novel recurrent interval type-2 fuzzy neural network for nonlinear channel equalization, " in Proc. Int. Muticonf. Eng. Computer Scientists, Mar. 18-20, 2009, vol. 1, pp. 1231-1240.
    • (2009) Proc. Int. Muticonf. Eng. Computer Scientists , vol.1 , pp. 1231-1240
    • Lee, C.H.1    Chang, H.H.2    Kuo, C.T.3    Chien, J.C.4    Hu, T.W.5
  • 36
    • 78751479808 scopus 로고    scopus 로고
    • An internal/interconnection recurrent type-2 fuzzy neural network (IRT2FNN) for dynamic system identification
    • Oct 10-13
    • Y. Y. Lin, J. Y. Chang, and C. T. Lin, "An internal/interconnection recurrent type-2 fuzzy neural network (IRT2FNN) for dynamic system identification, " in Proc. IEEE Int. Conf. Syst., Man, Cybern., Oct 10-13, 2010, pp. 733-737.
    • (2010) Proc. IEEE Int. Conf. Syst., Man, Cybern , pp. 733-737
    • Lin, Y.Y.1    Chang, J.Y.2    Lin, C.T.3
  • 37
    • 70350066635 scopus 로고    scopus 로고
    • A recurrent self-evolving interval type-2 fuzzy neural network for dynamic system processing
    • Oct
    • C. F. Juang, R. B. Huang, and Y. Y. Lin, "A recurrent self-evolving interval type-2 fuzzy neural network for dynamic system processing, " IEEE Trans. Fuzzy Syst., vol. 17, no. 5, pp. 1092-1105, Oct. 2009.
    • (2009) IEEE Trans. Fuzzy Syst. , vol.17 , Issue.5 , pp. 1092-1105
    • Juang, C.F.1    Huang, R.B.2    Lin, Y.Y.3
  • 38
    • 79959954341 scopus 로고    scopus 로고
    • Dynamic system modeling using a recurrent interval-valued fuzzy neural network and its hardware implementation
    • May
    • C. F. Juang, Y. Y. Lin, and R. B. Huang, "Dynamic system modeling using a recurrent interval-valued fuzzy neural network and its hardware implementation, " Fuzzy Sets Syst., vol. 179, pp. 83-99, May 2011.
    • (2011) Fuzzy Sets Syst. , vol.179 , pp. 83-99
    • Juang, C.F.1    Lin, Y.Y.2    Huang, R.B.3
  • 39
    • 0028399792 scopus 로고
    • Memory neural networks for identification and control of dynamic systems
    • Mar
    • P. S. Sastry, G. Ssntharam, and K. P. Unnikrishnan, "Memory neural networks for identification and control of dynamic systems, " IEEE Trans. Neural Netw., vol. 5, no. 2, pp. 306-319, Mar. 1994.
    • (1994) IEEE Trans. Neural Netw. , vol.5 , Issue.2 , pp. 306-319
    • Sastry, P.S.1    Ssntharam, G.2    Unnikrishnan, K.P.3
  • 40
    • 0031999146 scopus 로고    scopus 로고
    • An on-line self-constructing neural fuzzy inference network and its applications
    • Feb
    • C. F. Juang and C. T. Lin, "An on-line self-constructing neural fuzzy inference network and its applications, " IEEE Trans. Fuzzy Syst., vol. 6, no. 1, pp. 12-32, Feb. 1998.
    • (1998) IEEE Trans. Fuzzy Syst. , vol.6 , Issue.1 , pp. 12-32
    • Juang, C.F.1    Lin, C.T.2
  • 41
    • 0031251688 scopus 로고    scopus 로고
    • Identifying chaotic systems via a Wiener-type cascade model
    • G. Chen, Y. Chen, and H. Ogmen, "Identifying chaotic system via a Wiener-type cascade model, " IEEE Trans. Control Syst., vol. 17, no. 5, pp. 29-36, Oct. 1997. (Pubitemid 127595774)
    • (1997) IEEE Control Systems Magazine , vol.17 , Issue.5 , pp. 29-36
    • Chen, G.1    Chen, Y.2    Ogmen, H.3
  • 42
    • 0027544110 scopus 로고
    • Afuzzy-logic-based approach to qualitative modeling
    • Feb
    • M. Sugeno and T. Yasukawa, "Afuzzy-logic-based approach to qualitative modeling, " IEEE Trans. Fuzzy Syst., vol. 1, no. 1, pp. 7-31, Feb. 1993.
    • (1993) IEEE Trans. Fuzzy Syst. , vol.1 , Issue.1 , pp. 7-31
    • Sugeno, M.1    Yasukawa, T.2
  • 43
    • 33744772630 scopus 로고    scopus 로고
    • Land cover classification using fuzzy rules and aggregation of contextual information through evidence theory
    • DOI 10.1109/TGRS.2006.864391
    • A. Laha, N. R. Pal, and J. Das, "Land cover classification using fuzzy rules and aggregation of contextual information through evidence theory, " IEEE Trans. Geosci. Remote Sensing, vol. 24, no. 6, pp. 1633-1641, Jun. 2006. (Pubitemid 43824508)
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.6 , pp. 1633-1641
    • Laha, A.1    Pal, N.R.2    Das, J.3
  • 44
    • 57049179077 scopus 로고    scopus 로고
    • Simultaneous structure identification and fuzzy rule generation for Takagi-Sugeno models
    • Dec
    • N. R. Pal and S. Saha, "Simultaneous structure identification and fuzzy rule generation for Takagi-Sugeno models, " IEEE Trans. Syst., Man, Cy-bern. B, Cybern., vol. 38, no. 6, pp. 1626-1638, Dec. 2008.
    • (2008) IEEE Trans. Syst., Man, Cy-bern. B, Cybern. , vol.38 , Issue.6 , pp. 1626-1638
    • Pal, N.R.1    Saha, S.2
  • 45
    • 77950672968 scopus 로고    scopus 로고
    • A type-2 fuzzy ontology and its application to personal diabetic-diet recommendation
    • Ar
    • C. S. Lee, M. H. Wang, and H. Hagras, "A type-2 fuzzy ontology and its application to personal diabetic-diet recommendation, " IEEE Trans. Fuzzy Syst., vol. 18, no. 2, pp. 374-395, Apr. 2010.
    • (2010) IEEE Trans. Fuzzy Syst. , vol.18 , Issue.2 , pp. 374-395
    • Lee, C.S.1    Wang, M.H.2    Hagras, H.3
  • 46
    • 64549088954 scopus 로고    scopus 로고
    • Type-1 and Type-2 fuzzy inference systemsasintegration methods inmodular neural networks for multimodal biometry and its optimization with genetic algorithms
    • D. Hidalgo, O. Castillo, and P. Melin, "Type-1 and Type-2 fuzzy inference systemsasintegration methods inmodular neural networks for multimodal biometry and its optimization with genetic algorithms, " Inf. Sci., vol. 179, pp. 2121-2145, 2009.
    • (2009) Inf. Sci. , vol.179 , pp. 2121-2145
    • Hidalgo, D.1    Castillo, O.2    Melin, P.3
  • 47
    • 40649101485 scopus 로고    scopus 로고
    • Type-2 fuzzy logic-based classifier fusion for support vector machines
    • DOI 10.1016/j.asoc.2007.02.019, PII S1568494607001172
    • X. Chen, Y. Li, R. Harrison, and Y. Q. Zhang, "Type-2 fuzzy logic-based classifier fusion for support vector machines, " Appl. Soft Comput., vol. 8, pp. 1222-1231, 2008. (Pubitemid 351375174)
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.3 , pp. 1222-1231
    • Chen, X.1    Li, Y.2    Harrison, R.3    Zhang, Y.-Q.4
  • 48
    • 80051540079 scopus 로고    scopus 로고
    • Connect Karnik-Mendel algorithms to root-finding for computing the centroid of an interval type-2 fuzzy set
    • Aug
    • X. Liu and J. M. Mendel, "Connect Karnik-Mendel algorithms to root-finding for computing the centroid of an interval type-2 fuzzy set, " IEEE Trans. Fuzzy Syst., vol. 19, no. 4, pp. 652-565, Aug. 2011.
    • (2011) IEEE Trans. Fuzzy Syst. , vol.19 , Issue.4 , pp. 652-565
    • Liu, X.1    Mendel, J.M.2
  • 49
    • 84864198766 scopus 로고    scopus 로고
    • Enhanced interval approach for encoding words into interval type-2 fuzzy sets and its convergence analysis
    • Jun
    • D. Wu, J. M. Mendel, and S. Coupland, "Enhanced interval approach for encoding words into interval type-2 fuzzy sets and its convergence analysis, " IEEE Trans. Fuzzy Syst., vol. 20, no. 3, pp. 499-513, Jun. 2012.
    • (2012) IEEE Trans. Fuzzy Syst. , vol.20 , Issue.3 , pp. 499-513
    • Wu, D.1    Mendel, J.M.2    Coupland, S.3
  • 50
    • 79551626282 scopus 로고    scopus 로고
    • Linguistic summarization using IF-THEN rules and interval type-2 fuzzy sets
    • Feb
    • D. Wu and J. M. Mendel, "Linguistic summarization using IF-THEN rules and interval type-2 fuzzy sets, " IEEE Trans. Fuzzy Syst., vol. 19, no. 1, pp. 136-151, Feb. 2011.
    • (2011) IEEE Trans. Fuzzy Syst. , vol.19 , Issue.1 , pp. 136-151
    • Wu, D.1    Mendel, J.M.2
  • 51
    • 84867381731 scopus 로고    scopus 로고
    • General type-2 fuzzy c-means algorithm for uncertain fuzzy clustering
    • Oct
    • O. Linda and M. Manic, "General type-2 fuzzy c-means algorithm for uncertain fuzzy clustering, " IEEE Trans. Fuzzy Syst., vol. 20, no. 5, pp. 883-897, Oct. 2012.
    • (2012) IEEE Trans. Fuzzy Syst. , vol.20 , Issue.5 , pp. 883-897
    • Linda, O.1    Manic, M.2
  • 52
    • 79551636323 scopus 로고    scopus 로고
    • On the continuity of type-1 and interval type-2 fuzzy logic systems
    • Feb
    • D. Wu and J. M. Mendel, "On the continuity of type-1 and interval type-2 fuzzy logic systems, " IEEE Trans. Fuzzy Syst., vol. 19, no. 1, pp. 179-192, Feb. 2011.
    • (2011) IEEE Trans. Fuzzy Syst. , vol.19 , Issue.1 , pp. 179-192
    • Wu, D.1    Mendel, J.M.2
  • 53
    • 79953667230 scopus 로고    scopus 로고
    • An enhanced type-reduction algorithm for type-2 fuzzy sets
    • Apr
    • C. Y. Yeh, W. H. R. Jeng, and S. J. Lee, "An enhanced type-reduction algorithm for type-2 fuzzy sets, " IEEE Trans. Fuzzy Syst., vol. 19, no. 2, pp. 227-240, Apr. 2011.
    • (2011) IEEE Trans. Fuzzy Syst. , vol.19 , Issue.2 , pp. 227-240
    • Yeh, C.Y.1    Jeng, W.H.R.2    Lee, S.J.3
  • 54
    • 84867351928 scopus 로고    scopus 로고
    • Enhanced centroid-flow algorithm for computing the centroid of general type-2 fuzzy sets
    • Oct
    • D. Zhai and J. M. Mendel, "Enhanced centroid-flow algorithm for computing the centroid of general type-2 fuzzy sets, " IEEE Trans. Fuzzy Syst., vol. 20, no. 5, pp. 939-956, Oct. 2012.
    • (2012) IEEE Trans. Fuzzy Syst. , vol.20 , Issue.5 , pp. 939-956
    • Zhai, D.1    Mendel, J.M.2
  • 55
    • 84867374595 scopus 로고    scopus 로고
    • Comment on "toward general type-2 fuzzy logic systems based on zSlices
    • Oct
    • D. Zhai and J. M. Mendel, "Comment on "toward general type-2 fuzzy logic systems based on zSlices, " IEEE Trans. Fuzzy Syst., vol. 20, no. 5, pp. 996-997, Oct. 2012.
    • (2012) IEEE Trans. Fuzzy Syst. , vol.20 , Issue.5 , pp. 996-997
    • Zhai, D.1    Mendel, J.M.2
  • 56
    • 79958014397 scopus 로고    scopus 로고
    • Computing the centroid of a general type-2 fuzzy set by means of the centroid-flow algorithm
    • Jun
    • D. Zhai and J. M. Mendel, "Computing the centroid of a general type-2 fuzzy set by means of the centroid-flow algorithm, " IEEE Trans. Fuzzy Syst., vol. 19, no. 3, pp. 401-422, Jun. 2011.
    • (2011) IEEE Trans. Fuzzy Syst. , vol.19 , Issue.3 , pp. 401-422
    • Zhai, D.1    Mendel, J.M.2
  • 57
    • 84867357760 scopus 로고    scopus 로고
    • Monotone centroid flow algorithm for type reduction of general type-2 fuzzy sets
    • Oct
    • O. Linda and M. Manic, "Monotone centroid flow algorithm for type reduction of general type-2 fuzzy sets, " IEEE Trans. Fuzzy Syst., vol. 20, no. 5, pp. 805-819, Oct. 2012.
    • (2012) IEEE Trans. Fuzzy Syst. , vol.20 , Issue.5 , pp. 805-819
    • Linda, O.1    Manic, M.2
  • 58
    • 84859712483 scopus 로고    scopus 로고
    • An automatic approach for learning and tuning Gaussian interval type-2 fuzzy membership functions applied to lung CAD classification system
    • Apr
    • R. Hosseini, S. D. Qanadli, S. Barman, M. Mazinani, T. Ellis, and J. Dehmeshki, "An automatic approach for learning and tuning Gaussian interval type-2 fuzzy membership functions applied to lung CAD classification system, " IEEE Trans. Fuzzy Syst., vol. 20, no. 2, pp. 224-234, Apr. 2012.
    • (2012) IEEE Trans. Fuzzy Syst. , vol.20 , Issue.2 , pp. 224-234
    • Hosseini, R.1    Qanadli, S.D.2    Barman, S.3    Mazinani, M.4    Ellis, T.5    Dehmeshki, J.6
  • 59
    • 84878720392 scopus 로고    scopus 로고
    • Analytical structure and characteristics of symmetric Karnik-Mendel type-reduced interval type-2 fuzzy PI and PD controllers
    • Jun
    • M. Nie and W. W. Tan, "Analytical structure and characteristics of symmetric Karnik-Mendel type-reduced interval type-2 fuzzy PI and PD controllers, " IEEE Trans. Fuzzy Syst., vol. 20, no. 3, pp. 416-430, Jun. 2012.
    • (2012) IEEE Trans. Fuzzy Syst. , vol.20 , Issue.3 , pp. 416-430
    • Nie, M.1    Tan, W.W.2
  • 60
    • 84867359202 scopus 로고    scopus 로고
    • On the fundamental differences between interval type-2 and type-1 fuzzy logic controllers
    • Oct
    • D. Wu, "On the fundamental differences between interval type-2 and type-1 fuzzy logic controllers, " IEEE Trans. Fuzzy Syst., vol. 20, no. 5, pp. 832-848, Oct. 2012.
    • (2012) IEEE Trans. Fuzzy Syst. , vol.20 , Issue.5 , pp. 832-848
    • Wu, D.1
  • 61
    • 80053653420 scopus 로고    scopus 로고
    • Noninteracting adaptive control of PMSM using interval type-2 fuzzy logic systems
    • Oct
    • S. Barkat, A. Tlemcani, and H. Nouri, "Noninteracting adaptive control of PMSM using interval type-2 fuzzy logic systems, " IEEE Trans. Fuzzy Syst., vol. 19, no. 5, pp. 925-936, Oct. 2011.
    • (2011) IEEE Trans. Fuzzy Syst. , vol.19 , Issue.5 , pp. 925-936
    • Barkat, S.1    Tlemcani, A.2    Nouri, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.