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Volumn 6703 LNAI, Issue PART 1, 2011, Pages 317-326

Multi-modal biometric emotion recognition using classifier ensembles

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIER ENSEMBLES; EMOTION RECOGNITION; ENSEMBLE CLASSIFIERS; LOW COSTS; MULTI-MODAL BIOMETRICS; PILOT EXPERIMENT; RANDOM SUBSPACES;

EID: 79960500125     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21822-4_32     Document Type: Conference Paper
Times cited : (16)

References (25)
  • 2
    • 33750984533 scopus 로고    scopus 로고
    • Emotion assessment: Arousal evaluation using eEG's and peripheral physiological signals
    • Gunsel, B., Jain, A.K., Tekalp, A.M., Sankur, B. (eds.) MRCS 2006. Springer, Heidelberg
    • Chanel, G., Kronegg, J., Grandjean, D., Pun, T.: Emotion assessment: Arousal evaluation using eEG's and peripheral physiological signals. In: Gunsel, B., Jain, A.K., Tekalp, A.M., Sankur, B. (eds.) MRCS 2006. LNCS, vol. 4105, pp. 530-537. Springer, Heidelberg (2006)
    • (2006) LNCS , vol.4105 , pp. 530-537
    • Chanel, G.1    Kronegg, J.2    Grandjean, D.3    Pun, T.4
  • 3
    • 52049116700 scopus 로고    scopus 로고
    • Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns
    • De Martino, F., Valente, G., Staeren, N., Ashburner, J., Goebela, R., Formisano, E.: Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. NeuroImage 43(1), 44-58 (2008)
    • (2008) NeuroImage , vol.43 , Issue.1 , pp. 44-58
    • De Martino, F.1    Valente, G.2    Staeren, N.3    Ashburner, J.4    Goebela, R.5    Formisano, E.6
  • 4
    • 34548537654 scopus 로고    scopus 로고
    • Unsupervised analysis of fMRI data using kernel canonical correlation
    • Hardoon, D.R., Mourao-Miranda, J., Brammer, M., Shawe-Taylor, J.: Unsupervised analysis of fMRI data using kernel canonical correlation. NeuroImage 37(4), 1250-1259 (2007)
    • (2007) NeuroImage , vol.37 , Issue.4 , pp. 1250-1259
    • Hardoon, D.R.1    Mourao-Miranda, J.2    Brammer, M.3    Shawe-Taylor, J.4
  • 5
    • 70450203454 scopus 로고    scopus 로고
    • Emotion recognition using EEG signals with relative power values and Bayesian network
    • Ko, K., Yang, H., Sim, K.: Emotion recognition using EEG signals with relative power values and Bayesian network. International Journal of Control, Automation, and Systems 7, 865-870 (2009)
    • (2009) International Journal of Control, Automation, and Systems , vol.7 , pp. 865-870
    • Ko, K.1    Yang, H.2    Sim, K.3
  • 7
    • 77952293118 scopus 로고    scopus 로고
    • Classifier ensembles for fMRI data analysis: An experiment
    • Kuncheva, L.I., Rodríguez, J.J.: Classifier ensembles for fMRI data analysis: An experiment. Magnetic Resonance Imaging 28(4), 583-593 (2010)
    • (2010) Magnetic Resonance Imaging , vol.28 , Issue.4 , pp. 583-593
    • Kuncheva, L.I.1    Rodríguez, J.J.2
  • 10
    • 33745676838 scopus 로고    scopus 로고
    • Towards a decision-theoretic framework for affect recognition and user assistance
    • Liao, W., Zhang, W., Zhu, Z., Ji, Q., Gray, W.D.: Towards a decision-theoretic framework for affect recognition and user assistance. International Journal of Man-Machine Studies 64(9), 847-873 (2006)
    • (2006) International Journal of Man-Machine Studies , vol.64 , Issue.9 , pp. 847-873
    • Liao, W.1    Zhang, W.2    Zhu, Z.3    Ji, Q.4    Gray, W.D.5
  • 11
    • 28244492778 scopus 로고    scopus 로고
    • Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional mri data
    • Mourao-Miranda, J., Bokde, A.L.W., Born, C., Hampel, H., Stetter, M.: Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional mri data. NeuroImage 28(4), 980-995 (2005)
    • (2005) NeuroImage , vol.28 , Issue.4 , pp. 980-995
    • Mourao-Miranda, J.1    Bokde, A.L.W.2    Born, C.3    Hampel, H.4    Stetter, M.5
  • 14
    • 0003959340 scopus 로고
    • Technical Report 321, M.I.T Media Laboratory Perceptual Computing Section
    • Picard, R.W.: Affective computing. Technical Report 321, M.I.T Media Laboratory Perceptual Computing Section (1995)
    • (1995) Affective Computing
    • Picard, R.W.1
  • 15
    • 77954733890 scopus 로고    scopus 로고
    • Emotion research by the people, for the people
    • to appear
    • Picard, R.W.: Emotion research by the people, for the people. Emotion Review (2010) (to appear)
    • (2010) Emotion Review
    • Picard, R.W.1
  • 16
    • 70350310087 scopus 로고    scopus 로고
    • Assessing neuroSky's usability to detect attention levels in an assessment exercise
    • Jacko, J.A. (ed.) HCI International 2009. Springer, Heidelberg
    • Rebolledo-Mendez, G., Dunwell, I., Martínez-Mirón, E.A., Vargas-Cerdán, M.D., de Freitas, S., Liarokapis, F., García-Gaona, A.R.: Assessing neuroSky's usability to detect attention levels in an assessment exercise. In: Jacko, J.A. (ed.) HCI International 2009. LNCS, vol. 5610, pp. 149-158. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5610 , pp. 149-158
    • Rebolledo-Mendez, G.1    Dunwell, I.2    Martínez-Mirón, E.A.3    Vargas-Cerdán, M.D.4    De Freitas, S.5    Liarokapis, F.6    García-Gaona, A.R.7
  • 22
    • 34347333571 scopus 로고    scopus 로고
    • Support vector machine learning-based fMRI data group analysis
    • Wang, Z., Childress, A.R.,Wang, J., Detre, J.A.: Support vector machine learning-based fMRI data group analysis. NeuroImage 36(4), 1139-1151 (2007)
    • (2007) NeuroImage , vol.36 , Issue.4 , pp. 1139-1151
    • Wang, Z.1    Childress, A.R.2    Wang, J.3    Detre, J.A.4
  • 24
    • 69249212558 scopus 로고    scopus 로고
    • A brainwave signal measurement and data processing technique for daily life applications
    • Yasui, Y.: A brainwave signal measurement and data processing technique for daily life applications. Journal Of Physiological Anthropology 38(3), 145-150 (2009)
    • (2009) Journal of Physiological Anthropology , vol.38 , Issue.3 , pp. 145-150
    • Yasui, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.