메뉴 건너뛰기




Volumn 6717 LNAI, Issue , 2011, Pages 275-286

Constructing dynamic frames of discernment in cases of large number of classes

Author keywords

Data fusion; Dempster Shafer theory; Dynamic frames of discernment

Indexed keywords

A-FRAMES; COMPUTATIONAL COSTS; DEMPSTER-SHAFER THEORY; DYNAMIC FRAME; DYNAMIC FRAMES OF DISCERNMENT; ENSEMBLE CLASSIFICATION; IMPRECISE INFORMATION; NUMBER OF CLASS;

EID: 79960126402     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-22152-1_24     Document Type: Conference Paper
Times cited : (4)

References (31)
  • 1
    • 0004209735 scopus 로고
    • Princeton, edn. Princeton University Press Princeton
    • Shafer, G.: A Mathematical Theory of Evidence, Princeton, edn. Princeton University Press, Princeton (1976)
    • (1976) A Mathematical Theory of Evidence
    • Shafer, G.1
  • 2
    • 0028406490 scopus 로고
    • The transferable belief model
    • Smets, P., Kennes, R.: The transferable belief model. Artificial Intelligence 66(2), 191-234 (1994)
    • (1994) Artificial Intelligence , vol.66 , Issue.2 , pp. 191-234
    • Smets, P.1    Kennes, R.2
  • 3
    • 0024662329 scopus 로고
    • A computationally efficient approximation of Dempster-Shafer theory
    • Voorbraak, F.: A computationally efficient approximation of Dempster-Shafer theory. International Journal on Man-Machine Studies 30, 525-536 (1989)
    • (1989) International Journal on Man-Machine Studies , vol.30 , pp. 525-536
    • Voorbraak, F.1
  • 4
    • 84937434134 scopus 로고    scopus 로고
    • New semantics for quantitative possibility theory
    • Dubois, D., Prade, H., Smets, P.: New semantics for quantitative possibility theory. In: Benferhat, S., Besnard, P. (eds.) ECSQARU 2001. LNCS (LNAI), vol. 2143, pp. 410-421. Springer, Heidelberg (2001) (Pubitemid 33334690)
    • (2001) Lecture Notes in Computer Science , Issue.2143 , pp. 410-421
    • Dubois, D.1    Prade, H.2    Smets, P.3
  • 5
    • 0000870802 scopus 로고    scopus 로고
    • K-order additive discrete fuzzy measures and their representation
    • Grabisch, M.: K-order additive discrete fuzzy measures and their representation. Fuzzy Sets and Systems 92, 167-189 (1997)
    • (1997) Fuzzy Sets and Systems , vol.92 , pp. 167-189
    • Grabisch, M.1
  • 6
    • 69049103270 scopus 로고    scopus 로고
    • Belief functions and cluster ensembles
    • Sossai, C., Chemello, G. (eds.), Springer, Heidelberg ECSQARU 2009
    • Masson, M.-H., Denoeux, T.: Belief functions and cluster ensembles. In: Sossai, C., Chemello, G. (eds.) ECSQARU 2009. LNCS, vol. 5590, pp. 323-334. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5590 , pp. 323-334
    • Masson, M.-H.1    Denoeux, T.2
  • 7
    • 0036786963 scopus 로고    scopus 로고
    • Approximating the combination of belief functions using the fast moebius transform in a coarsened frame
    • Denoeux, T., Yaghlane, A.B.: Approximating the combination of belief functions using the fast moebius transform in a coarsened frame. International Journal of Approximate Reasoning 31(1-2), 77-101 (2002)
    • (2002) International Journal of Approximate Reasoning , vol.31 , Issue.1-2 , pp. 77-101
    • Denoeux, T.1    Yaghlane, A.B.2
  • 8
    • 0005424414 scopus 로고    scopus 로고
    • Theory of evidence and non-exhaustive frames of discernment: Plausibilities correction methods
    • PII S0888613X97100019
    • Janez, F., Appriou, A.: Theory of evidence and non-exhaustive frames of discernment: Plausibilities correction methods. International Journal of Approximate Reasoning 18(1-2), 1-19 (1998) (Pubitemid 128393701)
    • (1998) International Journal of Approximate Reasoning , vol.18 , Issue.1-2 , pp. 1-19
    • Janez, F.1    Appriou, A.2
  • 10
    • 0024610919 scopus 로고
    • A tutorial on hidden markov models and selected applications in speech recognition
    • Rabiner, L.R.: A tutorial on hidden markov models and selected applications in speech recognition. Proceedings of the IEEE, 257-286 (1989)
    • (1989) Proceedings of the IEEE , pp. 257-286
    • Rabiner, L.R.1
  • 11
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their applications to handwriting recognition
    • Xu, L., Krzyzak, A., Suen, C.: Methods of combining multiple classifiers and their applications to handwriting recognition. IEEE Trans. Syst., Man, Cybern. (3) (1992)
    • (1992) IEEE Trans. Syst. Man, Cybern. , vol.3
    • Xu, L.1    Krzyzak, A.2    Suen, C.3
  • 15
    • 70350622611 scopus 로고    scopus 로고
    • Off-line handwritten word recognition using multi-stream hidden markov models
    • Kessentini, Y., Paquet, T., Hamadou, A.B.: Off-line handwritten word recognition using multi-stream hidden markov models. Pattern Recognition Letters 30(1), 60-70 (2010)
    • (2010) Pattern Recognition Letters , vol.30 , Issue.1 , pp. 60-70
    • Kessentini, Y.1    Paquet, T.2    Hamadou, A.B.3
  • 16
    • 79960127841 scopus 로고    scopus 로고
    • Comparaison des méthodes probabilistes et évidentielles de fusion de classifieurs pour la reconnaissance de mots manuscripts
    • Kessentini, Y., Paquet, T., Burger, T.: Comparaison des méthodes probabilistes et évidentielles de fusion de classifieurs pour la reconnaissance de mots manuscrits. In: CIFED (2010)
    • (2010) CIFED
    • Kessentini, Y.1    Paquet, T.2    Burger, T.3
  • 17
    • 77954872447 scopus 로고    scopus 로고
    • Evidential ensemble hmm classifier for handwriting recognition
    • Kessentini, Y., Burger, T., Paquet, T.: Evidential ensemble hmm classifier for handwriting recognition. In: Proceedings of IPMU, vol. 6178, pp. 445-454 (2010)
    • (2010) Proceedings of IPMU , vol.6178 , pp. 445-454
    • Kessentini, Y.1    Burger, T.2    Paquet, T.3
  • 18
    • 4344710606 scopus 로고    scopus 로고
    • A new technique for combining multiple classifiers using the Dempster-Shafer theory of evidence
    • Al-Ani, A., Deriche, M.: A new technique for combining multiple classifiers using the Dempster-Shafer theory of evidence. Journal of Artificial Intelligence Research 17(1), 333-361 (2002)
    • (2002) Journal of Artificial Intelligence Research , vol.17 , Issue.1 , pp. 333-361
    • Al-Ani, A.1    Deriche, M.2
  • 19
    • 28344443217 scopus 로고    scopus 로고
    • A dempster-shafer theoretic framework for boosting based ensemble design
    • DOI 10.1007/s10044-005-0010-x
    • Altinçay, H.: A dempster-shafer theoretic framework for boosting based ensemble design. Pattern Analysis & Applications 8(3), 287-302 (2005) (Pubitemid 41720540)
    • (2005) Pattern Analysis and Applications , vol.8 , Issue.3 , pp. 287-302
    • Altincay, H.1
  • 21
    • 77954880120 scopus 로고    scopus 로고
    • Fusion de décisions postales dans le cadre du modéle des croyances transférables
    • Mercier, D., Cron, G., Denoeux, T., Masson, M.-H.: Fusion de décisions postales dans le cadre du modéle des croyances transférables. Traitement du Signal 24(2), 133-151 (2007)
    • (2007) Traitement du Signal , vol.24 , Issue.2 , pp. 133-151
    • Mercier, D.1    Cron, G.2    Denoeux, T.3    Masson, M.-H.4
  • 24
    • 50649109430 scopus 로고    scopus 로고
    • The combination of multiple classifiers using an evidential reasoning approach
    • Bi, Y., Guan, J., Bell, D.A.: The combination of multiple classifiers using an evidential reasoning approach. Artif. Intell. 172(15), 1731-1751 (2008)
    • (2008) Artif. Intell. , vol.172 , Issue.15 , pp. 1731-1751
    • Bi, Y.1    Guan, J.2    Bell, D.A.3
  • 25
    • 58249093231 scopus 로고    scopus 로고
    • A belief-based sequential fusion approach for fusing manual and non-manual signs
    • Aran, O., Burger, T., Caplier, A., Akarun, L.: A belief-based sequential fusion approach for fusing manual and non-manual signs. Pattern Recognition 42(5), 812-822 (2009)
    • (2009) Pattern Recognition , vol.42 , Issue.5 , pp. 812-822
    • Aran, O.1    Burger, T.2    Caplier, A.3    Akarun, L.4
  • 26
    • 85038399227 scopus 로고    scopus 로고
    • A tutorial on using dempster-shafer theory to combine probabilistic classifiers - Application to hand gesture and handwriting recognition
    • Submitted to, Elsevier
    • Burger, T., Kessentini, Y., Paquet, T.: A tutorial on using dempster-shafer theory to combine probabilistic classifiers - application to hand gesture and handwriting recognition. Submitted to Journal of Zhejiang University, Elsevier (2011)
    • (2011) Journal of Zhejiang University
    • Burger, T.1    Kessentini, Y.2    Paquet, T.3
  • 27
    • 0036719728 scopus 로고    scopus 로고
    • Are alternatives to Dempsterís rule of combination alternatives
    • Haenni, R.: Are alternatives to Dempsterís rule of combination alternatives. Int. J. Information Fusion 3, 237-241 (2002)
    • (2002) Int. J. Information Fusion , vol.3 , pp. 237-241
    • Haenni, R.1
  • 28
    • 79960128929 scopus 로고    scopus 로고
    • Classifier fusion in the Dempster-Shafer framework using optimized t-norm based combination rules
    • Quost, B., Masson, M., Denoeux, T.: Classifier fusion in the Dempster-Shafer framework using optimized t-norm based combination rules. International Journal of Approximate Reasoning (2010)
    • (2010) International Journal of Approximate Reasoning
    • Quost, B.1    Masson, M.2    Denoeux, T.3
  • 31
    • 0000596361 scopus 로고
    • Note on the sampling error of the difference between correlated proportions or percentages
    • McNemar, Q.: Note on the sampling error of the difference between correlated proportions or percentages. Psychometrika 12(2), 153-157 (1947)
    • (1947) Psychometrika , vol.12 , Issue.2 , pp. 153-157
    • McNemar, Q.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.