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Volumn 4472 LNCS, Issue , 2007, Pages 367-376

Q - Stack: Uni- and multimodal classifier stacking with quality measures

Author keywords

Classifier ensembles; Confidence measures; Quality measures; Stacking; Statistical pattern classification

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA ACQUISITION; MODAL ANALYSIS; QUALITY OF SERVICE; STATISTICAL METHODS;

EID: 37249088309     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72523-7_37     Document Type: Conference Paper
Times cited : (7)

References (17)
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    • 12-15 July, Beijing, China
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    • Ensemble based systems in decision making
    • Polikar, R.: Ensemble based systems in decision making. IEEE Circuits and Systems Magazine 6 (2006) 21-45
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    • Multibiometric systems
    • Jain, A.K., Ross, A.: Multibiometric systems. Commun. ACM 47 (2004) 34-40
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    • Jain, A.K.1    Ross, A.2
  • 8
    • 0033220742 scopus 로고    scopus 로고
    • Experimental evaluation of expert fusion strategies
    • Alkoot, F.M., Kittler, J.: Experimental evaluation of expert fusion strategies. Pattern Recogn. Lett. 20 (1999) 1361-1369
    • (1999) Pattern Recogn. Lett , vol.20 , pp. 1361-1369
    • Alkoot, F.M.1    Kittler, J.2
  • 9
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    • 33947653178 scopus 로고    scopus 로고
    • Improving fusion with margin-derived confidence in biometric authentication tasks
    • Rye Brook NY, USA
    • Poh, N., Bengio, S.: Improving fusion with margin-derived confidence in biometric authentication tasks. In: Proceedings of the AVBPA, Rye Brook NY, USA (2005)
    • (2005) Proceedings of the AVBPA
    • Poh, N.1    Bengio, S.2
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    • Fusion of auxiliary information for multi-modal biometrics authentication
    • Proceedings of International Conference on Biometrics, Hong Kong, Springer
    • Toh, K.A., Yau, W.Y., Lim, E., Chen, L., Ng, C.H.: Fusion of auxiliary information for multi-modal biometrics authentication. In: Proceedings of International Conference on Biometrics. Lecture Notes in Computer Science, Hong Kong, Springer (2004) 678-685
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    • Toh, K.A.1    Yau, W.Y.2    Lim, E.3    Chen, L.4    Ng, C.H.5
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    • On combining evidence for reliability estimation in face verification
    • Florence
    • Kryszczuk, K., Drygajlo, A.: On combining evidence for reliability estimation in face verification. In: Proc. of the EUSIPCO 2006, Florence (2006)
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    • Koval, O., Voloshynovskiy, S., Pun, T.: Error exponent analysis of person identification based on fusion of dependent/independent modalities. In: In Proceedings of SPIE Photonics West, Electronic Imaging 2006, Multimedia Content Analysis, Management, and Retrieval 2006 (EI122). (2006)
    • Koval, O., Voloshynovskiy, S., Pun, T.: Error exponent analysis of person identification based on fusion of dependent/independent modalities. In: In Proceedings of SPIE Photonics West, Electronic Imaging 2006, Multimedia Content Analysis, Management, and Retrieval 2006 (EI122). (2006)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.