메뉴 건너뛰기




Volumn 38, Issue 6, 2008, Pages 1449-1464

Fuzzy techniques for subjective workload-score modeling under uncertainties

Author keywords

Finite mixture models; Fuzzy filtering; Fuzzy modeling; Subjective workload; Uncertainties

Indexed keywords

COMPUTER SYSTEMS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MIXTURES; PAPER; STOCHASTIC MODELS; UNCERTAINTY ANALYSIS; WAVE FILTERS;

EID: 57049104661     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2008.927712     Document Type: Article
Times cited : (26)

References (70)
  • 1
    • 0003095822 scopus 로고
    • Physiological metrics of mental workload: A review of recent progress
    • D. L. Damos, Ed. London, U.K, Taylor & Francis
    • A. F. Kramer, "Physiological metrics of mental workload: A review of recent progress," in Multiple-Task Performance, D. L. Damos, Ed. London, U.K.: Taylor & Francis, 1991, pp. 279-328.
    • (1991) Multiple-Task Performance , pp. 279-328
    • Kramer, A.F.1
  • 2
    • 23244432386 scopus 로고    scopus 로고
    • Estimating relative physical workload using heart rate monitoring: A validation by whole-body indirect calorimetry
    • May
    • M. Garet, G. Boudet, C. Montaurier, M. Vermorel, J. Coudert, and A. Chamoux, "Estimating relative physical workload using heart rate monitoring: A validation by whole-body indirect calorimetry," Eur. J. Appl. Physiol., vol. 94, no. 1/2, pp. 46-53, May 2005.
    • (2005) Eur. J. Appl. Physiol , vol.94 , Issue.1-2 , pp. 46-53
    • Garet, M.1    Boudet, G.2    Montaurier, C.3    Vermorel, M.4    Coudert, J.5    Chamoux, A.6
  • 3
    • 0023330102 scopus 로고
    • Operator effort and the measurement of heart-rate variability
    • Apr
    • J. Aasman, G. Mulder, and L. J. M. Mulder, "Operator effort and the measurement of heart-rate variability," Hum. Factors, vol. 29, no. 2, pp. 161-170, Apr. 1987.
    • (1987) Hum. Factors , vol.29 , Issue.2 , pp. 161-170
    • Aasman, J.1    Mulder, G.2    Mulder, L.J.M.3
  • 4
    • 0011503629 scopus 로고
    • Cardiovavscular reactivity and mental workload
    • O. Rompelman and R. I. Kitney, Eds. Oxford, U.K, Oxford Univ. Press
    • L. J. M. Mulder and G. Mulder, "Cardiovavscular reactivity and mental workload," in The Beat-By-Beat Investigation of Cardiovascular Function, O. Rompelman and R. I. Kitney, Eds. Oxford, U.K.: Oxford Univ. Press, 1987, pp. 216-253.
    • (1987) The Beat-By-Beat Investigation of Cardiovascular Function , pp. 216-253
    • Mulder, L.J.M.1    Mulder, G.2
  • 5
    • 0029552039 scopus 로고
    • Level of operator control and changes in heart rate variability during simulated flight maintenance
    • Dec
    • A. J. Tattersall and G. R. Hockey, "Level of operator control and changes in heart rate variability during simulated flight maintenance," Hum. Factors, vol. 37, no. 4, pp. 682-698, Dec. 1995.
    • (1995) Hum. Factors , vol.37 , Issue.4 , pp. 682-698
    • Tattersall, A.J.1    Hockey, G.R.2
  • 6
    • 0027656944 scopus 로고
    • Air-to-ground training missions: A psychophysiological workload analysis
    • Sep
    • G. F. Wilson, "Air-to-ground training missions: A psychophysiological workload analysis," Ergonomics, vol. 36, no. 9, pp. 1071-1087, Sep. 1993.
    • (1993) Ergonomics , vol.36 , Issue.9 , pp. 1071-1087
    • Wilson, G.F.1
  • 7
    • 0002208531 scopus 로고
    • Psychophysiological assessment of workload in multitask environments
    • D. L. Damos, Ed. London, U.K, Taylor & Francis
    • G. F. Wilson and F. T. Eggemeier, "Psychophysiological assessment of workload in multitask environments," in Multiple-Task Performance D. L. Damos, Ed. London, U.K.: Taylor & Francis, 1991, pp. 329-360.
    • (1991) Multiple-Task Performance , pp. 329-360
    • Wilson, G.F.1    Eggemeier, F.T.2
  • 8
    • 0041878889 scopus 로고    scopus 로고
    • An analysis of mental workload in pilots during flight using multiple psychophysiological measures
    • Jan
    • G. F.Wilson, "An analysis of mental workload in pilots during flight using multiple psychophysiological measures," Int. J. Aviat. Psychol., vol. 12, no. 1, pp. 3-18, Jan. 2002.
    • (2002) Int. J. Aviat. Psychol , vol.12 , Issue.1 , pp. 3-18
    • Wilson, G.F.1
  • 9
    • 0032080306 scopus 로고    scopus 로고
    • Physiological workload reactions to increasing levels of task difficulty
    • May
    • J. A. Veltman and A.W. K. Gaillard, "Physiological workload reactions to increasing levels of task difficulty," Ergonomics, vol. 41, no. 5, pp. 656-669, May 1998.
    • (1998) Ergonomics , vol.41 , Issue.5 , pp. 656-669
    • Veltman, J.A.1    Gaillard, A.W.K.2
  • 10
    • 1442324056 scopus 로고    scopus 로고
    • Real-time assessment of mental workload using psychophysiological measures and artificial neural networks
    • G. F.Wilson and C. A. Russell, "Real-time assessment of mental workload using psychophysiological measures and artificial neural networks," Hum. Factors, vol. 45, no. 4, pp. 635-643, 2003.
    • (2003) Hum. Factors , vol.45 , Issue.4 , pp. 635-643
    • Wilson, G.F.1    Russell, C.A.2
  • 11
    • 38049001808 scopus 로고    scopus 로고
    • Evaluation of heart rate variability by using wavelet transformation and a recurrent neural network
    • Istanbul, Turkey
    • O. Fukuda, Y. Nagata, K. Homma, and T. Tsuji, "Evaluation of heart rate variability by using wavelet transformation and a recurrent neural network," in Proc. 23rd Annu. Int. Conf. IEEE Eng. Med. Biol., Istanbul, Turkey, 2001, vol. 2, pp. 1769-1772.
    • (2001) Proc. 23rd Annu. Int. Conf. IEEE Eng. Med. Biol , vol.2 , pp. 1769-1772
    • Fukuda, O.1    Nagata, Y.2    Homma, K.3    Tsuji, T.4
  • 12
    • 0344236192 scopus 로고    scopus 로고
    • Operator functional state classification using multiple psychophysiological features in an air traffic control task
    • G. F. Wilson and C. A. Russell, "Operator functional state classification using multiple psychophysiological features in an air traffic control task," Hum. Factors, vol. 45, no. 3, pp. 381-389, 2003.
    • (2003) Hum. Factors , vol.45 , Issue.3 , pp. 381-389
    • Wilson, G.F.1    Russell, C.A.2
  • 13
    • 33846785333 scopus 로고    scopus 로고
    • A fuzzy physiological approach for continuously modeling emotion during interaction with play technologies
    • Apr
    • R. L. Mandryk and M. S. Atkins, "A fuzzy physiological approach for continuously modeling emotion during interaction with play technologies," Int. J. Hum.-Comput. Stud., vol. 65, no. 4, pp. 329-347, Apr. 2007.
    • (2007) Int. J. Hum.-Comput. Stud , vol.65 , Issue.4 , pp. 329-347
    • Mandryk, R.L.1    Atkins, M.S.2
  • 15
    • 0036872747 scopus 로고    scopus 로고
    • Online stress detection using psychophysiological signal for implicit human-robot cooperation
    • P. Rani, J. Sims, R. Brackin, and N. Sarkar, "Online stress detection using psychophysiological signal for implicit human-robot cooperation," Robotica, vol. 20, no. 6, pp. 673-686, 2002.
    • (2002) Robotica , vol.20 , Issue.6 , pp. 673-686
    • Rani, P.1    Sims, J.2    Brackin, R.3    Sarkar, N.4
  • 16
    • 0015558134 scopus 로고
    • Outline of a new approach to the analysis of complex systems and decision processes
    • Jan
    • L. A. Zadeh, "Outline of a new approach to the analysis of complex systems and decision processes," IEEE Trans. Syst., Man, Cybern., vol. SMC-3, no. 1, pp. 28-44, Jan. 1973.
    • (1973) IEEE Trans. Syst., Man, Cybern , vol.SMC-3 , Issue.1 , pp. 28-44
    • Zadeh, L.A.1
  • 17
    • 0020843799 scopus 로고
    • The role of fuzzy logic in the management of uncertainty in expert systems
    • L. A. Zadeh, "The role of fuzzy logic in the management of uncertainty in expert systems," Fuzzy Sets Syst., vol. 11, pp. 199-227, 1983.
    • (1983) Fuzzy Sets Syst , vol.11 , pp. 199-227
    • Zadeh, L.A.1
  • 18
    • 0022610307 scopus 로고
    • Fuzzy set theory in medical diagnosis
    • Mar./Apr
    • K. P. Adlassnig, "Fuzzy set theory in medical diagnosis," IEEE Trans. Syst., Man, Cybern., vol. SMC-16, no. 2, pp. 260-265, Mar./Apr. 1986.
    • (1986) IEEE Trans. Syst., Man, Cybern , vol.SMC-16 , Issue.2 , pp. 260-265
    • Adlassnig, K.P.1
  • 20
    • 0035177331 scopus 로고    scopus 로고
    • Learning from biomedical time series through the integration of qualitative models and fuzzy systems
    • Jan
    • R. Bellazzi, R. Guglielmann, and L. Ironi, "Learning from biomedical time series through the integration of qualitative models and fuzzy systems," Artif. Intell. Med., vol. 21, no. 1, pp. 215-220, Jan. 2001.
    • (2001) Artif. Intell. Med , vol.21 , Issue.1 , pp. 215-220
    • Bellazzi, R.1    Guglielmann, R.2    Ironi, L.3
  • 21
    • 0032168021 scopus 로고    scopus 로고
    • Qualitative models and fuzzy systems: An integrated approach for learning from data
    • Sep
    • R. Bellazzi, L. Ironi, R. Guglielmann, and M. Stefanelli, "Qualitative models and fuzzy systems: An integrated approach for learning from data," Artif. Intell. Med., vol. 14, no. 1, pp. 5-28, Sep. 1998.
    • (1998) Artif. Intell. Med , vol.14 , Issue.1 , pp. 5-28
    • Bellazzi, R.1    Ironi, L.2    Guglielmann, R.3    Stefanelli, M.4
  • 22
    • 0028533016 scopus 로고
    • RENOIR: An expert system using fuzzy logic for rheumatology diagnosis
    • M. Belmonte, C. Sierra, and R. L. de Màntaras, "RENOIR: An expert system using fuzzy logic for rheumatology diagnosis," Int. J. Intell. Syst., vol. 9, no. 11, pp. 985-1000, 1994.
    • (1994) Int. J. Intell. Syst , vol.9 , Issue.11 , pp. 985-1000
    • Belmonte, M.1    Sierra, C.2    de Màntaras, R.L.3
  • 23
    • 0027137382 scopus 로고
    • Computer-assisted diagnosis of postmenopausal osteoporosis using a fuzzy expert system shell
    • Dec
    • E. Binaghi, O. D. Giorgi, G. Maggi, T. Motta, and A. Rampini, "Computer-assisted diagnosis of postmenopausal osteoporosis using a fuzzy expert system shell," Comput. Biomed. Res., vol. 26, no. 6, pp. 498-516, Dec. 1993.
    • (1993) Comput. Biomed. Res , vol.26 , Issue.6 , pp. 498-516
    • Binaghi, E.1    Giorgi, O.D.2    Maggi, G.3    Motta, T.4    Rampini, A.5
  • 24
    • 0027970482 scopus 로고
    • An expert system for the analysis and interpretation of evoked potentials based on fuzzy classification: Application to brainstem auditory evoked potentials
    • Oct
    • A. Brai, J.-F. Vibert, and R. Koutlidis, "An expert system for the analysis and interpretation of evoked potentials based on fuzzy classification: Application to brainstem auditory evoked potentials," Comput. Biomed. Res., vol. 27, no. 5, pp. 351-366, Oct. 1994.
    • (1994) Comput. Biomed. Res , vol.27 , Issue.5 , pp. 351-366
    • Brai, A.1    Vibert, J.-F.2    Koutlidis, R.3
  • 25
    • 0030651757 scopus 로고    scopus 로고
    • CADOSA: A fuzzy expert system for differential diagnosis of obstructive sleep apnoea and related conditions
    • J. E. Daniels, R. M. Cayton, M. J. Chappel, and T. Tjahjadi, "CADOSA: A fuzzy expert system for differential diagnosis of obstructive sleep apnoea and related conditions," Expert Syst. Appl., vol. 12, no. 2, pp. 163-177, 1997.
    • (1997) Expert Syst. Appl , vol.12 , Issue.2 , pp. 163-177
    • Daniels, J.E.1    Cayton, R.M.2    Chappel, M.J.3    Tjahjadi, T.4
  • 26
    • 0028569502 scopus 로고
    • MEDUSA: A fuzzy expert system for medical diagnosis of acute abdominal pain
    • M. Fathitorbaghan and D. Meyer, "MEDUSA: A fuzzy expert system for medical diagnosis of acute abdominal pain," Methods Inf. Med., vol. 33, no. 5, pp. 522-529, 1994.
    • (1994) Methods Inf. Med , vol.33 , Issue.5 , pp. 522-529
    • Fathitorbaghan, M.1    Meyer, D.2
  • 27
    • 0033079162 scopus 로고    scopus 로고
    • Application of simulated annealing fuzzy model tuning to umbilical cord acid-base interpretation
    • Feb
    • J. M. Garibaldi and E. C. Ifeachor, "Application of simulated annealing fuzzy model tuning to umbilical cord acid-base interpretation," IEEE Trans. Fuzzy Syst., vol. 7, no. 1, pp. 72-84, Feb. 1999.
    • (1999) IEEE Trans. Fuzzy Syst , vol.7 , Issue.1 , pp. 72-84
    • Garibaldi, J.M.1    Ifeachor, E.C.2
  • 28
    • 84858156281 scopus 로고    scopus 로고
    • Fuzzy diagnosis
    • L. Kuncheva and F. Steimann, "Fuzzy diagnosis," Artif. Intell. Med. vol. 16, no. 2, pp. 121-128, 1999.
    • (1999) Artif. Intell. Med , vol.16 , Issue.2 , pp. 121-128
    • Kuncheva, L.1    Steimann, F.2
  • 29
    • 0002087684 scopus 로고
    • I-V fuzzy relations and Sanchez's approach for medical diagnosis
    • Apr
    • M. K. Roy and R. Biswas, "I-V fuzzy relations and Sanchez's approach for medical diagnosis," Fuzzy Sets Syst., vol. 47, no. 1, pp. 35-38, Apr. 1992.
    • (1992) Fuzzy Sets Syst , vol.47 , Issue.1 , pp. 35-38
    • Roy, M.K.1    Biswas, R.2
  • 30
    • 0030218093 scopus 로고    scopus 로고
    • The interpretation of time-varying data with DIAMON-1
    • F. Steimann, "The interpretation of time-varying data with DIAMON-1," Artif. Intell. Med., vol. 8, no. 4, pp. 343-357, 1996.
    • (1996) Artif. Intell. Med , vol.8 , Issue.4 , pp. 343-357
    • Steimann, F.1
  • 31
    • 0028532628 scopus 로고
    • Application of a fuzzy discrimination analysis for diagnosis of valvular heart disease
    • Nov
    • H. Watanabe, W. J. Yakowenko, Y. M. Kim, J. Anbe, and T. Tobi, "Application of a fuzzy discrimination analysis for diagnosis of valvular heart disease," IEEE Trans. Fuzzy Syst., vol. 2, no. 4, pp. 267-276, Nov. 1994.
    • (1994) IEEE Trans. Fuzzy Syst , vol.2 , Issue.4 , pp. 267-276
    • Watanabe, H.1    Yakowenko, W.J.2    Kim, Y.M.3    Anbe, J.4    Tobi, T.5
  • 32
    • 0025259263 scopus 로고
    • The recent development and evaluation of a medical expert system (ABVAB)
    • Apr
    • W. S. F. Wong, K. S. Leung, and Y. T. So, "The recent development and evaluation of a medical expert system (ABVAB)," Int. J. Bio-Med. Comput., vol. 25, no. 2/3, pp. 223-229, Apr. 1990.
    • (1990) Int. J. Bio-Med. Comput , vol.25 , Issue.2-3 , pp. 223-229
    • Wong, W.S.F.1    Leung, K.S.2    So, Y.T.3
  • 36
    • 0028428006 scopus 로고
    • A robust back propagation learning algorithm for function approximation
    • May
    • D. S. Chen and R. C. Jain, "A robust back propagation learning algorithm for function approximation," IEEE Trans. Neural Netw., vol. 5, no. 3, pp. 467-479, May 1994.
    • (1994) IEEE Trans. Neural Netw , vol.5 , Issue.3 , pp. 467-479
    • Chen, D.S.1    Jain, R.C.2
  • 37
    • 0742290017 scopus 로고    scopus 로고
    • Robust neurofuzzy rule base knowledge extraction and estimation using subspace decomposition combined with regularization and d-optimality
    • Feb
    • X. Hong, C. J. Harris, and S. Chen, "Robust neurofuzzy rule base knowledge extraction and estimation using subspace decomposition combined with regularization and d-optimality," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 1, pp. 598-608, Feb. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.34 , Issue.1 , pp. 598-608
    • Hong, X.1    Harris, C.J.2    Chen, S.3
  • 38
    • 3042549361 scopus 로고    scopus 로고
    • Fuzzy identification using fuzzy neural networks with stable learning algorithms
    • Jun
    • W. Yu and X. Li, "Fuzzy identification using fuzzy neural networks with stable learning algorithms," IEEE Trans. Fuzzy Syst., vol. 12, no. 3, pp. 411-420, Jun. 2004.
    • (2004) IEEE Trans. Fuzzy Syst , vol.12 , Issue.3 , pp. 411-420
    • Yu, W.1    Li, X.2
  • 39
    • 0031212001 scopus 로고    scopus 로고
    • Function approximation using fuzzy neural networks with robust learning algorithm
    • Aug
    • W. Y. Wang, T. T. Lee, C. L. Liu, and C. H. Wang, "Function approximation using fuzzy neural networks with robust learning algorithm," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 27, no. 4, pp. 740-747, Aug. 1997.
    • (1997) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.27 , Issue.4 , pp. 740-747
    • Wang, W.Y.1    Lee, T.T.2    Liu, C.L.3    Wang, C.H.4
  • 40
    • 33645833678 scopus 로고    scopus 로고
    • A new approach to fuzzy modeling of nonlinear dynamic systems with noise: Relevance vector learning mechanism
    • Apr
    • J. Kim, Y. Suga, and S. Won, "A new approach to fuzzy modeling of nonlinear dynamic systems with noise: Relevance vector learning mechanism," IEEE Trans. Fuzzy Syst., vol. 14, no. 2, pp. 222-231, Apr. 2006.
    • (2006) IEEE Trans. Fuzzy Syst , vol.14 , Issue.2 , pp. 222-231
    • Kim, J.1    Suga, Y.2    Won, S.3
  • 41
    • 3543083288 scopus 로고    scopus 로고
    • Robust solution to fuzzy identification problem with uncertain data by regularization. Fuzzy approximation to physical fitness with real world medical data: An application
    • Mar
    • M. Kumar, R. Stoll, and N. Stoll, "Robust solution to fuzzy identification problem with uncertain data by regularization. Fuzzy approximation to physical fitness with real world medical data: An application," Fuzzy Optim. Decis. Mak., vol. 3, no. 1, pp. 63-82, Mar. 2004.
    • (2004) Fuzzy Optim. Decis. Mak , vol.3 , Issue.1 , pp. 63-82
    • Kumar, M.1    Stoll, R.2    Stoll, N.3
  • 42
    • 3543146584 scopus 로고    scopus 로고
    • Robust adaptive fuzzy identification of time-varying processes with uncertain data. Handling uncertainties in the physical fitness fuzzy approximation with real world medical data: An application
    • Sep
    • M. Kumar, R. Stoll, and N. Stoll, "Robust adaptive fuzzy identification of time-varying processes with uncertain data. Handling uncertainties in the physical fitness fuzzy approximation with real world medical data: An application," Fuzzy Optim. Decis. Mak., vol. 2, no. 3, pp. 243-259, Sep. 2003.
    • (2003) Fuzzy Optim. Decis. Mak , vol.2 , Issue.3 , pp. 243-259
    • Kumar, M.1    Stoll, R.2    Stoll, N.3
  • 44
    • 33645138933 scopus 로고    scopus 로고
    • A robust design criterion for interpretable fuzzy models with uncertain data
    • Apr
    • M. Kumar, R. Stoll, and N. Stoll, "A robust design criterion for interpretable fuzzy models with uncertain data," IEEE Trans. Fuzzy Syst., vol. 14, no. 2, pp. 314-328, Apr. 2006.
    • (2006) IEEE Trans. Fuzzy Syst , vol.14 , Issue.2 , pp. 314-328
    • Kumar, M.1    Stoll, R.2    Stoll, N.3
  • 45
    • 4043072827 scopus 로고    scopus 로고
    • Robust adaptive identification of fuzzy systems with uncertain data
    • Sep
    • M. Kumar, R. Stoll, and N. Stoll, "Robust adaptive identification of fuzzy systems with uncertain data," Fuzzy Optim. Decis. Mak., vol. 3, no. 3, pp. 195-216, Sep. 2004.
    • (2004) Fuzzy Optim. Decis. Mak , vol.3 , Issue.3 , pp. 195-216
    • Kumar, M.1    Stoll, R.2    Stoll, N.3
  • 46
    • 33746844884 scopus 로고    scopus 로고
    • Deterministic approach to robust adaptive learning of fuzzy models
    • Aug
    • M. Kumar, R. Stoll, and N. Stoll, "Deterministic approach to robust adaptive learning of fuzzy models," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 36, no. 4, pp. 767-780, Aug. 2006.
    • (2006) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.36 , Issue.4 , pp. 767-780
    • Kumar, M.1    Stoll, R.2    Stoll, N.3
  • 47
    • 35348867437 scopus 로고    scopus 로고
    • Fuzzy evaluation of heart rate signals for mental stress assessment
    • Oct
    • M. Kumar, M. Weippert, R. Vilbrandt, S. Kreuzfeld, and R. Stoll, "Fuzzy evaluation of heart rate signals for mental stress assessment," IEEE Trans. Fuzzy Syst., vol. 15, no. 5, pp. 791-808, Oct. 2007.
    • (2007) IEEE Trans. Fuzzy Syst , vol.15 , Issue.5 , pp. 791-808
    • Kumar, M.1    Weippert, M.2    Vilbrandt, R.3    Kreuzfeld, S.4    Stoll, R.5
  • 50
    • 0003025123 scopus 로고
    • Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research
    • P. A. Hancock and N. Meshkati, Eds. Amsterdam, The Netherlands: North Holland
    • S. G. Hart and L. E. Staveland, "Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research," in Human Mental Workload, P. A. Hancock and N. Meshkati, Eds. Amsterdam, The Netherlands: North Holland, 1988.
    • (1988) Human Mental Workload
    • Hart, S.G.1    Staveland, L.E.2
  • 51
    • 0022772743 scopus 로고
    • An efficient algorithm for spectral analysis of heart rate variability
    • Sep
    • R. D. Berger, S. Akselrod, D. Gordon, and R. J. Cohen, "An efficient algorithm for spectral analysis of heart rate variability," IEEE Trans. Biomed. Eng., vol. BE-33, no. 9, pp. 900-904, Sep. 1986.
    • (1986) IEEE Trans. Biomed. Eng , vol.BE-33 , Issue.9 , pp. 900-904
    • Berger, R.D.1    Akselrod, S.2    Gordon, D.3    Cohen, R.J.4
  • 52
    • 0036157955 scopus 로고    scopus 로고
    • An advanced detrending method with application to HRV analysis
    • Feb
    • M. P. Tarvainen, P. O. Ranta-Aho, and P. A. Karjalainen, "An advanced detrending method with application to HRV analysis," IEEE Trans. Biomed. Eng., vol. 49, no. 2, pp. 172-175, Feb. 2002.
    • (2002) IEEE Trans. Biomed. Eng , vol.49 , Issue.2 , pp. 172-175
    • Tarvainen, M.P.1    Ranta-Aho, P.O.2    Karjalainen, P.A.3
  • 53
    • 0015536977 scopus 로고
    • Analysis of heart rate variability
    • B. M. Sayers, "Analysis of heart rate variability," Ergonomics, vol. 16, no. 1, pp. 17-32, 1973.
    • (1973) Ergonomics , vol.16 , Issue.1 , pp. 17-32
    • Sayers, B.M.1
  • 54
    • 0019827638 scopus 로고
    • Power spectrum analysis of heart rate fluctuation: A quantitative probe of beat to beat cardiovascular control
    • Jul
    • S. Akselrod, D. Gordon, F. A. Ubel, D. C. Shannon, A. C. Barger, and R. J. Cohen, "Power spectrum analysis of heart rate fluctuation: A quantitative probe of beat to beat cardiovascular control," Science vol. 213, no. 4504, pp. 220-222, Jul. 1981.
    • (1981) Science , vol.213 , Issue.4504 , pp. 220-222
    • Akselrod, S.1    Gordon, D.2    Ubel, F.A.3    Shannon, D.C.4    Barger, A.C.5    Cohen, R.J.6
  • 55
    • 0033559377 scopus 로고    scopus 로고
    • Assessment of cardiac sympathetic regulation by respiratory-related arterial pressure variability in the rat
    • C. Yang and T. Kuo, "Assessment of cardiac sympathetic regulation by respiratory-related arterial pressure variability in the rat," J. Physiol., vol. 515, pp. 887-896, 1999.
    • (1999) J. Physiol , vol.515 , pp. 887-896
    • Yang, C.1    Kuo, T.2
  • 56
    • 0031239623 scopus 로고    scopus 로고
    • Continuous monitoring of the sympatho-vagal balance through spectral analysis
    • Sep./Oct
    • A. M. Bianchi, L. T. Mainardi, C. Merloni, S. Chierchia, and S. Cerutti, "Continuous monitoring of the sympatho-vagal balance through spectral analysis," IEEE Eng. Med. Biod., vol. 16, no. 5, pp. 64-73, Sep./Oct. 1997.
    • (1997) IEEE Eng. Med. Biod , vol.16 , Issue.5 , pp. 64-73
    • Bianchi, A.M.1    Mainardi, L.T.2    Merloni, C.3    Chierchia, S.4    Cerutti, S.5
  • 57
    • 36448938646 scopus 로고    scopus 로고
    • Handling uncertainties in toxicity modelling using a fuzzy filter
    • Oct.-Dec
    • S. Kumar, M. Kumar, R. Stoll, and U. Kragl, "Handling uncertainties in toxicity modelling using a fuzzy filter," SAR QSAR Environ. Res., vol. 18, no. 7/8, pp. 645-662, Oct.-Dec. 2007.
    • (2007) SAR QSAR Environ. Res , vol.18 , Issue.7-8 , pp. 645-662
    • Kumar, S.1    Kumar, M.2    Stoll, R.3    Kragl, U.4
  • 58
    • 34248328283 scopus 로고    scopus 로고
    • Robust fuzzy mappings for QSAR studies
    • May
    • M. Kumar, K. Tburow, N. Stoll, and R. Stoll, "Robust fuzzy mappings for QSAR studies," Eur. J. Med. Chem., vol. 42, no. 5, pp. 675-685, May 2007.
    • (2007) Eur. J. Med. Chem , vol.42 , Issue.5 , pp. 675-685
    • Kumar, M.1    Tburow, K.2    Stoll, N.3    Stoll, R.4
  • 59
    • 33645807844 scopus 로고    scopus 로고
    • A min-max approach to fuzzy clustering, estimation, and identification
    • Apr
    • M. Kumar, R. Stoll, and N. Stoll, "A min-max approach to fuzzy clustering, estimation, and identification," IEEE Trans. Fuzzy Syst. vol. 14, no. 2, pp. 248-262, Apr. 2006.
    • (2006) IEEE Trans. Fuzzy Syst , vol.14 , Issue.2 , pp. 248-262
    • Kumar, M.1    Stoll, R.2    Stoll, N.3
  • 61
    • 0027595430 scopus 로고
    • A possibilistic approach to clustering
    • May
    • R. Krishnapuram and J. M. Keller, "A possibilistic approach to clustering," IEEE Trans. Fuzzy Syst., vol. 1, no. 2, pp. 98-110, May 1993.
    • (1993) IEEE Trans. Fuzzy Syst , vol.1 , Issue.2 , pp. 98-110
    • Krishnapuram, R.1    Keller, J.M.2
  • 62
    • 0000586827 scopus 로고
    • Characterization and detection of noise in clustering
    • R. N. Davé, "Characterization and detection of noise in clustering," Pattern Recognit. Lett., vol. 12, no. 11, pp. 657-664, 1991.
    • (1991) Pattern Recognit. Lett , vol.12 , Issue.11 , pp. 657-664
    • Davé, R.N.1
  • 63
    • 1942532748 scopus 로고    scopus 로고
    • Improved possibilistic c-means clustering algorithms
    • Apr
    • J. S. Zhang and Y. W. Leung, "Improved possibilistic c-means clustering algorithms," IEEE Trans. Fuzzy Syst., vol. 12, no. 2, pp. 209-217, Apr. 2004.
    • (2004) IEEE Trans. Fuzzy Syst , vol.12 , Issue.2 , pp. 209-217
    • Zhang, J.S.1    Leung, Y.W.2
  • 64
    • 26844532803 scopus 로고    scopus 로고
    • A possibilistic fuzzy c-means clustering algorithm
    • Aug
    • N. R. Pal, K. Pal, J. M. Keller, and J. C. Bezdek, "A possibilistic fuzzy c-means clustering algorithm," IEEE Trans. Fuzzy Syst., vol. 13, no. 4, pp. 517-530, Aug. 2005.
    • (2005) IEEE Trans. Fuzzy Syst , vol.13 , Issue.4 , pp. 517-530
    • Pal, N.R.1    Pal, K.2    Keller, J.M.3    Bezdek, J.C.4
  • 65
    • 33645144033 scopus 로고    scopus 로고
    • An energy-gain bounding approach to robust fuzzy identification
    • May
    • M. Kumar, N. Stoll, and R. Stoll, "An energy-gain bounding approach to robust fuzzy identification," Automatica, vol. 42, no. 5, pp. 711-721, May 2006.
    • (2006) Automatica , vol.42 , Issue.5 , pp. 711-721
    • Kumar, M.1    Stoll, N.2    Stoll, R.3
  • 66
    • 0035370502 scopus 로고    scopus 로고
    • Input-to-state stability for discrete-time nonlinear systems
    • Jun
    • Z. P. Jiang and Y. Wang, "Input-to-state stability for discrete-time nonlinear systems," Automatica, vol. 37, no. 6, pp. 857-869, Jun. 2001.
    • (2001) Automatica , vol.37 , Issue.6 , pp. 857-869
    • Jiang, Z.P.1    Wang, Y.2
  • 67
    • 0036522404 scopus 로고    scopus 로고
    • Unsupervised learning of finite mixture models
    • Mar
    • M. A. T. Figueiredo and A. K. Jain, "Unsupervised learning of finite mixture models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 3, pp. 381-396, Mar. 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell , vol.24 , Issue.3 , pp. 381-396
    • Figueiredo, M.A.T.1    Jain, A.K.2
  • 69
    • 0344875562 scopus 로고    scopus 로고
    • The robustness of the p-norm algorithms
    • C. Gentile, "The robustness of the p-norm algorithms," Mach. Learn., vol. 53, no. 3, pp. 265-299, 2003.
    • (2003) Mach. Learn , vol.53 , Issue.3 , pp. 265-299
    • Gentile, C.1
  • 70
    • 0036477185 scopus 로고    scopus 로고
    • Adaptive and self-confident on-line learning algorithms
    • Feb
    • P. Auer, N. Cesa-Bianchi, and C. Gentile, "Adaptive and self-confident on-line learning algorithms," J. Comput. Syst. Sci., vol. 64, no. 1, pp. 48-75, Feb. 2002.
    • (2002) J. Comput. Syst. Sci , vol.64 , Issue.1 , pp. 48-75
    • Auer, P.1    Cesa-Bianchi, N.2    Gentile, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.