메뉴 건너뛰기




Volumn 28, Issue 1, 2013, Pages 5-18

On the discovery of events in EEG data utilizing information fusion

Author keywords

EEG data; Multiple classifier systems; P300 event

Indexed keywords


EID: 84874214581     PISSN: 09434062     EISSN: 16139658     Source Type: Journal    
DOI: 10.1007/s00180-011-0292-y     Document Type: Article
Times cited : (13)

References (37)
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L (2001) Random forests. Mach Learn 45: 5-32.
    • (2001) Mach Learn , vol.45 , pp. 5-32
    • Breiman, L.1
  • 6
    • 0027174263 scopus 로고
    • P300 component of the event-related potentials (ERP) during an attention task: effects of age, stimulus modality and event probability
    • Dujardin K, Derambure P, Bourriez JL, Jacquesson JM, Guieu JD (1993) P300 component of the event-related potentials (ERP) during an attention task: effects of age, stimulus modality and event probability. Int J Psychophysiol 14(3): 255-267.
    • (1993) Int J Psychophysiol , vol.14 , Issue.3 , pp. 255-267
    • Dujardin, K.1    Derambure, P.2    Bourriez, J.L.3    Jacquesson, J.M.4    Guieu, J.D.5
  • 7
    • 78049281309 scopus 로고    scopus 로고
    • Kml: k-means for longitudinal data
    • Genolini C, Falissard B (2010) Kml: k-means for longitudinal data. Comput Stat 25: 317-328.
    • (2010) Comput Stat , vol.25 , pp. 317-328
    • Genolini, C.1    Falissard, B.2
  • 9
  • 10
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • Guyon I, Elisseeff A (2003) An introduction to variable and feature selection. J Mach Learn Res 3: 1157-1182.
    • (2003) J Mach Learn Res , vol.3 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 14
    • 0000262562 scopus 로고
    • Hierarchical mixtures of experts and the em algorithm
    • Jordan MI, Jacobs RA (1994) Hierarchical mixtures of experts and the em algorithm. Neural Comput 6: 181-214.
    • (1994) Neural Comput , vol.6 , pp. 181-214
    • Jordan, M.I.1    Jacobs, R.A.2
  • 16
    • 79955468355 scopus 로고    scopus 로고
    • Multi-objective selection for collecting cluster alternatives
    • Kraus J, Müssel C, Palm G, Kestler HA (2011) Multi-objective selection for collecting cluster alternatives. Comput Stat 26: 341-353.
    • (2011) Comput Stat , vol.26 , pp. 341-353
    • Kraus, J.1    Müssel, C.2    Palm, G.3    Kestler, H.A.4
  • 17
    • 0036532571 scopus 로고    scopus 로고
    • Switching between selection and fusion in combining classifiers: an experiment
    • Kuncheva L (2002) Switching between selection and fusion in combining classifiers: an experiment. IEEE Trans Syst Man Cybern Part B Cybern 32(2): 146-156.
    • (2002) IEEE Trans Syst Man Cybern Part B Cybern , vol.32 , Issue.2 , pp. 146-156
    • Kuncheva, L.1
  • 18
    • 0034830461 scopus 로고    scopus 로고
    • Decision templates for multiple classifier fusion: an experimental comparison
    • Kuncheva L, Bezdek JC, Duin RPW (2001) Decision templates for multiple classifier fusion: an experimental comparison. Pattern Recogn 34(2): 299-314.
    • (2001) Pattern Recogn , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.1    Bezdek, J.C.2    Duin, R.P.W.3
  • 19
    • 0034314744 scopus 로고    scopus 로고
    • Designing classifier fusion systems by genetic algorithms
    • Kuncheva L, Jain L (2000) Designing classifier fusion systems by genetic algorithms. IEEE Trans Evol Comput 4(4): 327-336.
    • (2000) IEEE Trans Evol Comput , vol.4 , Issue.4 , pp. 327-336
    • Kuncheva, L.1    Jain, L.2
  • 20
    • 0037403516 scopus 로고    scopus 로고
    • Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
    • Kuncheva LI, Whitaker CJ (2003) Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy. Mach Learn 51(2): 181-207.
    • (2003) Mach Learn , vol.51 , Issue.2 , pp. 181-207
    • Kuncheva, L.I.1    Whitaker, C.J.2
  • 26
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • MIT press
    • Platt J (1999a) Fast training of support vector machines using sequential minimal optimization. In: Advances in kernel methods, MIT press, pp 185-208.
    • (1999) In: Advances in kernel methods , pp. 185-208
    • Platt, J.1
  • 27
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparison to regularize likelihood methods
    • MIT press
    • Platt J (1999b) Probabilistic outputs for support vector machines and comparison to regularize likelihood methods. In: Advances in large margin classifiers. MIT press, pp 61-74.
    • (1999) In: Advances in large margin classifiers , pp. 61-74
    • Platt, J.1
  • 28
    • 39749196863 scopus 로고    scopus 로고
    • Bci competition iii: dataset ii-ensemble of svms for bci p300 speller
    • Rakotomamonjy A, Guigue V (2005) Bci competition iii: dataset ii-ensemble of svms for bci p300 speller. IEEE Trans Biomed Eng 55(3): 1147-1154.
    • (2005) IEEE Trans Biomed Eng , vol.55 , Issue.3 , pp. 1147-1154
    • Rakotomamonjy, A.1    Guigue, V.2
  • 29
    • 10444224737 scopus 로고    scopus 로고
    • Classifier selection for majority voting
    • Ruta D, Gabrys B (2005) Classifier selection for majority voting. Inf Fusion 6(1): 63-81.
    • (2005) Inf Fusion , vol.6 , Issue.1 , pp. 63-81
    • Ruta, D.1    Gabrys, B.2
  • 31
    • 0035028040 scopus 로고    scopus 로고
    • P300 event-related potential decrements in well-functioning university students with mild head injury
    • Segalowitz SJ, Bernstein DM, Lawson S (2001) P300 event-related potential decrements in well-functioning university students with mild head injury. Brain Cogn 45(3): 342-356.
    • (2001) Brain Cogn , vol.45 , Issue.3 , pp. 342-356
    • Segalowitz, S.J.1    Bernstein, D.M.2    Lawson, S.3
  • 37
    • 31344442851 scopus 로고    scopus 로고
    • Training cost-sensitive neural networks with methods addressing the class imbalance problem
    • Zhou ZH, Liu XY (2006) Training cost-sensitive neural networks with methods addressing the class imbalance problem. IEEE Trans Knowl Data Eng 18(1): 63-77.
    • (2006) IEEE Trans Knowl Data Eng , vol.18 , Issue.1 , pp. 63-77
    • Zhou, Z.H.1    Liu, X.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.