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Volumn 9, Issue 1, 2006, Pages 58-69

An empirical study of machine learning techniques for affect recognition in human-robot interaction

Author keywords

Affect recognition; Emotional robotics; Machine learning; Psychophysiology

Indexed keywords


EID: 33744758706     PISSN: 14337541     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10044-006-0025-y     Document Type: Article
Times cited : (227)

References (40)
  • 6
    • 0036171504 scopus 로고    scopus 로고
    • Recognizing affective intent in robot directed speech
    • Breazeal C, Aryananda L (2002) Recognizing affective intent in robot directed speech. Auton Robots 12(1):83-104
    • (2002) Auton Robots , vol.12 , Issue.1 , pp. 83-104
    • Breazeal, C.1    Aryananda, L.2
  • 8
    • 2942590310 scopus 로고    scopus 로고
    • Towards an affect-sensitive multimodal human-computer interaction
    • Pantic M, Rothkrantz LJM (2003) Towards an affect-sensitive multimodal human-computer interaction. Proc IEEE 91(9):1370-1390
    • (2003) Proc IEEE , vol.91 , Issue.9 , pp. 1370-1390
    • Pantic, M.1    Rothkrantz, L.J.M.2
  • 10
    • 1442275273 scopus 로고    scopus 로고
    • Cardiac measures of driver workload during simulated driving with and without visual occlusion
    • Backs RW, Lenneman JK, Wetzel JM, Green P (2003) Cardiac measures of driver workload during simulated driving with and without visual occlusion. Hum Factors 45(4): 525-539
    • (2003) Hum Factors , vol.45 , Issue.4 , pp. 525-539
    • Backs, R.W.1    Lenneman, J.K.2    Wetzel, J.M.3    Green, P.4
  • 11
    • 0036152127 scopus 로고    scopus 로고
    • Assessment of user affective and belief states for inference adaptation: Application to an air force pilot task
    • Hudlicka E, McNeese MD (2002) Assessment of user affective and belief states for inference adaptation: application to an air force pilot task. User Model User Adapt Interact 12:1-47
    • (2002) User Model User Adapt Interact , vol.12 , pp. 1-47
    • Hudlicka, E.1    McNeese, M.D.2
  • 16
    • 17144385286 scopus 로고    scopus 로고
    • Evaluation of the relation between emotional concepts and emotional parameters on speech
    • Moriyama T, Saito H, Ozawa S (1999) Evaluation of the relation between emotional concepts and emotional parameters on speech. IEICE J J82-DII(10):1710-1720
    • (1999) IEICE J , vol.J82-DII , Issue.10 , pp. 1710-1720
    • Moriyama, T.1    Saito, H.2    Ozawa, S.3
  • 18
    • 0035481502 scopus 로고    scopus 로고
    • Toward machine emotional intelligence: Analysis of affective psychological states
    • Picard RW, Vyzas E, Healy J (2001) Toward machine emotional intelligence: analysis of affective psychological states. IEEE Trans Pattern Anal Mach Intell 23(10):175-1191
    • (2001) IEEE Trans Pattern Anal Mach Intell , vol.23 , Issue.10 , pp. 175-1191
    • Picard, R.W.1    Vyzas, E.2    Healy, J.3
  • 24
    • 1442324056 scopus 로고    scopus 로고
    • Real-time assessment of mental workload using psychophysiological measures and artificial neural networks
    • Wilson GF, Russell CA (2003) Real-time assessment of mental workload using psychophysiological measures and artificial neural networks. Hum Factors 45(4):635-643
    • (2003) Hum Factors , vol.45 , Issue.4 , pp. 635-643
    • Wilson, G.F.1    Russell, C.A.2
  • 26
    • 2942731250 scopus 로고    scopus 로고
    • Emotion recognition system using short-term monitoring of physiological signals
    • Kim KH, Bang SW, Kim SR (2004) Emotion recognition system using short-term monitoring of physiological signals. Med Biol Eng Comput 42:419-427
    • (2004) Med Biol Eng Comput , vol.42 , pp. 419-427
    • Kim, K.H.1    Bang, S.W.2    Kim, S.R.3
  • 27
    • 0003065717 scopus 로고    scopus 로고
    • Emotion and motivation
    • Cacioppo JT, Tassinary LG, Berntson G (eds). Cambridge University Press, New York
    • Bradley MM (2000) Emotion and motivation. In: Cacioppo JT, Tassinary LG, Berntson G (eds) Handbook of Psychophysiology. Cambridge University Press, New York, pp 602-642
    • (2000) Handbook of Psychophysiology , pp. 602-642
    • Bradley, M.M.1
  • 28
    • 1242276315 scopus 로고    scopus 로고
    • Anxiety detecting robotic systems-towards implicit human-robot collaboration
    • Rani P, Sarkar N, Smith C, Kirby L (2004) Anxiety detecting robotic systems-towards implicit human-robot collaboration. Robotica 22(1):85-95
    • (2004) Robotica , vol.22 , Issue.1 , pp. 85-95
    • Rani, P.1    Sarkar, N.2    Smith, C.3    Kirby, L.4
  • 29
    • 0000413484 scopus 로고    scopus 로고
    • The affective significance of skin conductance activity during a difficult problem-solving task
    • Pecchinenda A, Smith CA (1996) The affective significance of skin conductance activity during a difficult problem-solving task. Cogn Emotion 10(50);481-504
    • (1996) Cogn Emotion , vol.10 , Issue.50 , pp. 481-504
    • Pecchinenda, A.1    Smith, C.A.2
  • 32
    • 0028151307 scopus 로고
    • Decision trees and automatic learning and their use in cardiology
    • Kokol P, Mernik M, Završnik J, Kancler K, Malèiæ I (1994) Decision trees and automatic learning and their use in cardiology. J Med Syst 9(4):201-206
    • (1994) J Med Syst , vol.9 , Issue.4 , pp. 201-206
    • Kokol, P.1    Mernik, M.2    Završnik, J.3    Kancler, K.4    Malèiæ, I.5
  • 34
    • 0002370418 scopus 로고    scopus 로고
    • A tutorial on learning with Bayesian networks
    • Jordan M (ed). MIT Press, Cambridge
    • Heckerman D (1999) A tutorial on learning with Bayesian networks. In: Jordan M (ed) Learning in graphical models. MIT Press, Cambridge
    • (1999) Learning in Graphical Models
    • Heckerman, D.1
  • 36
    • 37749034335 scopus 로고
    • On changing continuous attributes into ordered discrete attributes
    • Springer, Berlin Heidelberg New York
    • Catlett J (1991) On changing continuous attributes into ordered discrete attributes. In: Proceedings of Fifth European working session on learning. Springer, Berlin Heidelberg New York, pp 164-177
    • (1991) Proceedings of Fifth European Working Session on Learning , pp. 164-177
    • Catlett, J.1
  • 38
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Proceedings of ECML-98. DE, Heidelberg
    • Joachims T (1998) Text categorization with support vector machines: learning with many relevant features. In: Proceedings of ECML-98, 10th European conference on machine learning. DE, Heidelberg, pp 137-142
    • (1998) 10th European Conference on Machine Learning , pp. 137-142
    • Joachims, T.1
  • 39
    • 0000299922 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Fayyad U (ed). Kluwer, Norwell
    • Burges C (2000) A tutorial on support vector machines for pattern recognition. In: Fayyad U (ed) Knowledge discovery and data mining. Kluwer, Norwell, pp 1-43
    • (2000) Knowledge Discovery and Data Mining , pp. 1-43
    • Burges, C.1
  • 40
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Hsu CW, Lin CJ (2002) A comparison of methods for multiclass support vector machines. IEEE Trans Neural Netw 13:415-425
    • (2002) IEEE Trans Neural Netw , vol.13 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.