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Volumn 3, Issue , 2012, Pages 2239-2242

Classifying skewed data: Importance weighting to optimize Average Recall

Author keywords

Emotion classification; Prosodic analysis; Prosody; Skewed class distributions

Indexed keywords

CLASSIFIER PERFORMANCE; EMOTION CLASSIFICATION; EVALUATION MEASURES; IMPORTANCE WEIGHTING; PROSODIC ANALYSIS; PROSODY; SAMPLING TECHNIQUE; SKEWED CLASS DISTRIBUTIONS;

EID: 84878617148     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (77)

References (17)
  • 1
    • 56149085834 scopus 로고    scopus 로고
    • Automatic pitch accent prediction for text-to-speech synthesis
    • I. Read and S. Cox, "Automatic pitch accent prediction for text-to-speech synthesis," in Interspeech, 2007.
    • (2007) Interspeech
    • Read, I.1    Cox, S.2
  • 2
    • 0003790115 scopus 로고    scopus 로고
    • The effect of class distribution on classifier learning
    • Department of Computer Science
    • G. M. Weiss and F. Provost, "The effect of class distribution on classifier learning," Department of Computer Science, Rutgers University, Tech. Rep., 2001.
    • (2001) Rutgers University, Tech. Rep.
    • Weiss, G.M.1    Provost, F.2
  • 4
    • 0141453538 scopus 로고    scopus 로고
    • On predicting rare cases with SVM ensembles in scene classification
    • R. Yan, Y. Liu, R. Jin, and A. Hauptmann, "On predicting rare cases with SVM ensembles in scene classification," in ICASSP, 2003.
    • (2003) ICASSP
    • Yan, R.1    Liu, Y.2    Jin, R.3    Hauptmann, A.4
  • 6
    • 78650977476 scopus 로고    scopus 로고
    • OpenSMILE - The Munich versatile and fast open-source audio feature extractor
    • F. Eyben, M. Wöllmer, and B. Schuller, "openSMILE - the Munich versatile and fast open-source audio feature extractor," in ACM Multimedia, 2010.
    • (2010) ACM Multimedia
    • Eyben, F.1    Wöllmer, M.2    Schuller, B.3
  • 7
    • 9444228473 scopus 로고    scopus 로고
    • Weka: Practical machine learning tools and techniques with java implementation
    • I.Witten, et al., "Weka: Practical machine learning tools and techniques with java implementation," in ICONIP/ANZIIS/ANNES, 1999, pp. 192-196.
    • (1999) ICONIP/ANZIIS/ANNES , pp. 192-196
    • Witten, I.1
  • 8
    • 70450179812 scopus 로고    scopus 로고
    • Emotion recognition using a hierarchical binary decision tree approach
    • C.-C. Lee, E. Mower, C. Busso, S. Lee, and S. Narayana, "Emotion recognition using a hierarchical binary decision tree approach," in Interspeech, 2009.
    • (2009) Interspeech
    • Lee, C.-C.1    Mower, E.2    Busso, C.3    Lee, S.4    Narayana, S.5
  • 9
    • 0001556085 scopus 로고
    • Tobi: A standard for labeling English prosody
    • K. Silverman, et al., "Tobi: A standard for labeling english prosody," in ICSLP, vol. 2, 1992, pp. 12-16.
    • (1992) ICSLP , vol.2 , pp. 12-16
    • Silverman, K.1
  • 10
    • 79959851964 scopus 로고    scopus 로고
    • AuToBI - A tool for automatic Tobi annotation
    • A. Rosenberg, "AuToBI - a tool for automatic tobi annotation," in Interspeech, 2010.
    • (2010) Interspeech
    • Rosenberg, A.1
  • 13
    • 0002978642 scopus 로고    scopus 로고
    • Experiments with a new boosting algorithm
    • Y. Freund and R. Schapire, "Experiments with a new boosting algorithm," in ICML, 1996.
    • (1996) ICML
    • Freund, Y.1    Schapire, R.2
  • 14
    • 0344324689 scopus 로고    scopus 로고
    • Metacost: A general method for making classifiers cost-sensitive
    • P. Domingos, "Metacost: A general method for making classifiers cost-sensitive," in KDD, 1999.
    • (1999) KDD
    • Domingos, P.1
  • 15
    • 0002500236 scopus 로고    scopus 로고
    • Improving minority class prediction using case-specific feature weights
    • C. Cardie and N. Howe, "Improving minority class prediction using case-specific feature weights," in ICML, 1997, pp. 57-65.
    • (1997) ICML , pp. 57-65
    • Cardie, C.1    Howe, N.2
  • 17
    • 62749137418 scopus 로고    scopus 로고
    • Adaptive weighted learning for unbalanced multicategory classification
    • X. Qiao and Y. Liu, "Adaptive weighted learning for unbalanced multicategory classification," Biometrics, vol. 65, pp. 159-168, 2009.
    • (2009) Biometrics , vol.65 , pp. 159-168
    • Qiao, X.1    Liu, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.