메뉴 건너뛰기




Volumn 31, Issue 11, 2009, Pages 2073-2082

Optimal decision rule with class-selective rejection and performance constraints

Author keywords

Class selective rejection; Constraints; Decision rule; Multiclass; Partial rejection; Pattern classification; Preselection; Statistical decision theory

Indexed keywords

CLASS-SELECTIVE REJECTION; CONSTRAINTS; DECISION RULE; MULTICLASS; PARTIAL REJECTION; PATTERN CLASSIFICATION; PRESELECTION; STATISTICAL DECISION THEORY;

EID: 70349863076     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2008.239     Document Type: Article
Times cited : (15)

References (31)
  • 1
    • 0030126415 scopus 로고    scopus 로고
    • Reduction of False Positives in Lung Nodule Detection Using a Two-Level Neural Classification
    • Apr
    • J.-S. Lin, S.-C.B. Lo, A. Hasegawa, M.T. Freedman, and S.K. Mun, "Reduction of False Positives in Lung Nodule Detection Using a Two-Level Neural Classification," IEEE Trans. Medical Imaging, vol. 15, no. 2, pp. 206-217, Apr. 1996.
    • (1996) IEEE Trans. Medical Imaging , vol.15 , Issue.2 , pp. 206-217
    • Lin, J.-S.1    Lo, S.-C.B.2    Hasegawa, A.3    Freedman, M.T.4    Mun, S.K.5
  • 2
    • 26944475562 scopus 로고    scopus 로고
    • Cost-Sensitive Ensemble of Support Vector Machines for Effective Detection of Microcalcification in Breast Cancer Diagnosis
    • Y. Peng, Q. Huang, P. Jiang, and J. Jiang, "Cost-Sensitive Ensemble of Support Vector Machines for Effective Detection of Microcalcification in Breast Cancer Diagnosis," Lecture Notes in Artificial Intelligence vol. 3614, pp. 483-493, 2005.
    • (2005) Lecture Notes in Artificial Intelligence , vol.3614 , pp. 483-493
    • Peng, Y.1    Huang, Q.2    Jiang, P.3    Jiang, J.4
  • 3
    • 0000776754 scopus 로고
    • On the Problem of the Most Efficient Tests of Statistical Hypothesis
    • J. Neyman and E. Pearson, "On the Problem of the Most Efficient Tests of Statistical Hypothesis," Philosophical Trans. Royal Soc. A, vol. 231, no. 9, pp. 289-337, 1933.
    • (1933) Philosophical Trans. Royal Soc. A , vol.231 , Issue.9 , pp. 289-337
    • Neyman, J.1    Pearson, E.2
  • 6
    • 84937744538 scopus 로고
    • On Optimum Character Recognition System Using Decision Functions
    • C. Chow, "On Optimum Character Recognition System Using Decision Functions," IRE Trans. Electronic Computers, vol. 6, pp. 247-254, 1957.
    • (1957) IRE Trans. Electronic Computers , vol.6 , pp. 247-254
    • Chow, C.1
  • 7
    • 0014710323 scopus 로고
    • On Optimum Recognition Error and Reject Tradeoff
    • Jan
    • C. Chow, "On Optimum Recognition Error and Reject Tradeoff," IEEE Trans. Information Theory, vol. 16, no. 1, pp. 41-46, Jan. 1970.
    • (1970) IEEE Trans. Information Theory , vol.16 , Issue.1 , pp. 41-46
    • Chow, C.1
  • 8
    • 0034559464 scopus 로고    scopus 로고
    • Reject Option with Multiple Thresholds
    • G. Fumera, F. Roli, and G. Giacinto, "Reject Option with Multiple Thresholds," Pattern Recognition, vol. 33, no. 12, pp. 2099-2101, 2000.
    • (2000) Pattern Recognition , vol.33 , Issue.12 , pp. 2099-2101
    • Fumera, G.1    Roli, F.2    Giacinto, G.3
  • 10
    • 33947658739 scopus 로고    scopus 로고
    • Classification avec Contraintes: Problématique et Apprentissage d'une Règle de Décision
    • E. Grall-Maës, P. Beauseroy, and A. Bounsiar, "Classification avec Contraintes: Problématique et Apprentissage d'une Règle de Décision," Proc. GRETSI '05, pp. 1145-1148, 2005.
    • (2005) Proc. GRETSI '05 , pp. 1145-1148
    • Grall-Maës, E.1    Beauseroy, P.2    Bounsiar, A.3
  • 11
    • 17444422546 scopus 로고    scopus 로고
    • On Optimal Reject Rules and roc Curves
    • C.M. Santos-Pereira and A. Pires, "On Optimal Reject Rules and roc Curves," Pattern Recognition Letters, vol. 26, no. 7, pp. 943-952, 2005.
    • (2005) Pattern Recognition Letters , vol.26 , Issue.7 , pp. 943-952
    • Santos-Pereira, C.M.1    Pires, A.2
  • 12
    • 0001186451 scopus 로고
    • On Some Multiple Decision (Selection and Ranking) Rules
    • S. Gupta, "On Some Multiple Decision (Selection and Ranking) Rules," Technometrics, vol. 7, pp. 225-245, 1965.
    • (1965) Technometrics , vol.7 , pp. 225-245
    • Gupta, S.1
  • 13
    • 0030398037 scopus 로고    scopus 로고
    • On Functional Relation between Class-Selective Rejection Error and Average Number of Classes
    • T. Ha, "On Functional Relation between Class-Selective Rejection Error and Average Number of Classes," Proc. 1996 IEEE Int'l Joint Symp. Intelligence and Systems, pp. 282-287, 1996.
    • (1996) Proc. 1996 IEEE Int'l Joint Symp. Intelligence and Systems , pp. 282-287
    • Ha, T.1
  • 14
    • 0031166673 scopus 로고    scopus 로고
    • The Optimum Class-Selective Rejection Rule
    • June
    • T. Ha, "The Optimum Class-Selective Rejection Rule," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 6, pp. 608-615, June 1997.
    • (1997) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.19 , Issue.6 , pp. 608-615
    • Ha, T.1
  • 16
    • 0032187108 scopus 로고    scopus 로고
    • Class-Selective Rejection Rule to Minimize the Maximum Distance between Selected Classes
    • T. Horiuchi, "Class-Selective Rejection Rule to Minimize the Maximum Distance between Selected Classes," Pattern Recognition, vol. 31, no. 10, pp. 579-1588, 1998.
    • (1998) Pattern Recognition , vol.31 , Issue.10 , pp. 579-1588
    • Horiuchi, T.1
  • 20
    • 4043143546 scopus 로고    scopus 로고
    • Reducing the Classification Cost of Support Vector Classifiers through an roc-Based Reject Rule
    • F. Tortorella, "Reducing the Classification Cost of Support Vector Classifiers through an roc-Based Reject Rule," Pattern Analysis and Applications, vol. 7, pp. 128-143, 2004.
    • (2004) Pattern Analysis and Applications , vol.7 , pp. 128-143
    • Tortorella, F.1
  • 21
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic Outputs for Support Vector Machines and Comparisons to Regularized Likelihood Methods
    • A.J. Smola, P.L. Bartlet, B. Schölkopf, and D. Schurmans, eds, pp, MIT Press
    • J. Platt, "Probabilistic Outputs for Support Vector Machines and Comparisons to Regularized Likelihood Methods," Advances in Large Margin Classifiers, A.J. Smola, P.L. Bartlet, B. Schölkopf, and D. Schurmans, eds., pp. 61-74, MIT Press, 2000.
    • (2000) Advances in Large Margin Classifiers , pp. 61-74
    • Platt, J.1
  • 22
    • 84958754386 scopus 로고    scopus 로고
    • Support Vector Machines with Embedded Rejection Option
    • S. Lee and A. Verri, eds, pp, Springer
    • G. Fumera and F. Roli, "Support Vector Machines with Embedded Rejection Option," Pattern Recognition with Support Vector Machines, S. Lee and A. Verri, eds., pp. 68-82, Springer, 2002.
    • (2002) Pattern Recognition with Support Vector Machines , pp. 68-82
    • Fumera, G.1    Roli, F.2
  • 23
    • 33748692895 scopus 로고    scopus 로고
    • Confidence-Based Classifier Design
    • M. Li and I.K. Sethi, "Confidence-Based Classifier Design," Pattern Recognition, vol. 39, pp. 1230-1240, 2006.
    • (2006) Pattern Recognition , vol.39 , pp. 1230-1240
    • Li, M.1    Sethi, I.K.2
  • 25
    • 0027242497 scopus 로고
    • A Statistical Decision Rule with Incomplete Knowledge about Classes
    • B. Dubuisson and M. Masson, "A Statistical Decision Rule with Incomplete Knowledge about Classes," Pattern Recognition, vol. 26, no. 1, pp. 155-165, 1993.
    • (1993) Pattern Recognition , vol.26 , Issue.1 , pp. 155-165
    • Dubuisson, B.1    Masson, M.2
  • 31


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.