메뉴 건너뛰기




Volumn 4087 LNAI, Issue , 2006, Pages 198-209

Hierarchical neural networks utilising dempster-shafer evidence theory

Author keywords

[No Author keywords available]

Indexed keywords

ABSTRACTING; CLASSIFICATION (OF INFORMATION); DATA STRUCTURES; DECISION TABLES; INFORMATION RETRIEVAL; PROBABILISTIC LOGICS; TREES (MATHEMATICS);

EID: 33749388237     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11829898_18     Document Type: Conference Paper
Times cited : (14)

References (22)
  • 1
    • 15944382343 scopus 로고    scopus 로고
    • Integrating support vector machines in a hierarchical output space decomposition framework
    • Chen, Y., Crawford, M., Ghosh, J.: Integrating support vector machines in a hierarchical output space decomposition framework. In: IEEE International Geoscience and Remote Sensing Symposium. Volume II. (2004) 949-952
    • (2004) IEEE International Geoscience and Remote Sensing Symposium , vol.2 , pp. 949-952
    • Chen, Y.1    Crawford, M.2    Ghosh, J.3
  • 3
    • 13444293728 scopus 로고    scopus 로고
    • Support vector machines with binary tree architecture for multi-class classification
    • Cheong, S., Oh, S., Lee, S.Y.: Support vector machines with binary tree architecture for multi-class classification. Neural Information Processing - Letters and Reviews 2(3) (2004) 47-51
    • (2004) Neural Information Processing - Letters and Reviews , vol.2 , Issue.3 , pp. 47-51
    • Cheong, S.1    Oh, S.2    Lee, S.Y.3
  • 4
    • 84945270700 scopus 로고    scopus 로고
    • Solving multi-class pattern recognition problems with tree structured support vector machines
    • Radig, B., Florczyk, S., eds.: Springer
    • Schwenker, F.: Solving multi-class pattern recognition problems with tree structured support vector machines. In Radig, B., Florczyk, S., eds.: Mustererkennung 2001, Springer (2001) 283-290
    • (2001) Mustererkennung 2001 , pp. 283-290
    • Schwenker, F.1
  • 8
    • 0028406490 scopus 로고
    • The transferable belief model
    • Smets, P., Kennes, R.: The transferable belief model. Artificial Intelligence 66(2) (1994) 191-234
    • (1994) Artificial Intelligence , vol.66 , Issue.2 , pp. 191-234
    • Smets, P.1    Kennes, R.2
  • 10
    • 0035015680 scopus 로고    scopus 로고
    • Three learning phases for radial-basis-function networks
    • Schwenker, F., Kestler, H.A., Palm, G.: Three learning phases for radial-basis-function networks. Neural Networks 14 (2001) 439-458
    • (2001) Neural Networks , vol.14 , pp. 439-458
    • Schwenker, F.1    Kestler, H.A.2    Palm, G.3
  • 12
    • 0026120634 scopus 로고
    • Letter recognition using holland-style adaptive classifiers
    • Frey, P.W., Slate, D.J.: Letter recognition using holland-style adaptive classifiers. Machine Learning 6(2) (1991) 161-182
    • (1991) Machine Learning , vol.6 , Issue.2 , pp. 161-182
    • Frey, P.W.1    Slate, D.J.2
  • 14
    • 7444237797 scopus 로고    scopus 로고
    • Evaluating the replicability of significance tests for comparing learning algorithms
    • Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2004 Springer
    • Bouckaert, R.R., Eibe, F.: Evaluating the replicability of significance tests for comparing learning algorithms. In: Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2004. Volume 3056 of LNAI., Springer (2004) 3-12
    • (2004) LNAI , vol.3056 , pp. 3-12
    • Bouckaert, R.R.1    Eibe, F.2
  • 15
    • 21144446383 scopus 로고    scopus 로고
    • An empirical comparison of hierarchical vs. two-level approaches to multiclass problems
    • Multiple Classifier Systems, Proceedings of the 5th International Workshop. Springer
    • Rajan, S., Ghosh, J.: An empirical comparison of hierarchical vs. two-level approaches to multiclass problems. In: Multiple Classifier Systems, Proceedings of the 5th International Workshop. Volume 3077 of LNCS., Springer (2004) 283-292
    • (2004) LNCS , vol.3077 , pp. 283-292
    • Rajan, S.1    Ghosh, J.2
  • 16
    • 85012722936 scopus 로고
    • Combining the classification results of independent classifiers based on the dempaster/shafer theory of evidence
    • Mandler, E., Schürmann, J.: Combining the classification results of independent classifiers based on the dempaster/shafer theory of evidence. In: Pattern Recognition and Artificial Intelligence PRAI. (1988) 381-393
    • (1988) Pattern Recognition and Artificial Intelligence PRAI , pp. 381-393
    • Mandler, E.1    Schürmann, J.2
  • 17
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their application to handwriting recognition
    • Xu, L., Krzyzak, A., Suen, C.Y.: Methods of combining multiple classifiers and their application to handwriting recognition. IEEE Transaction on Systems, Man and Cybernetics 22(3) (1992) 418-435
    • (1992) IEEE Transaction on Systems, Man and Cybernetics , vol.22 , Issue.3 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3
  • 18
    • 0027961797 scopus 로고
    • Combining the results of several neural network classifiers
    • Rogova, G.: Combining the results of several neural network classifiers. Neural Networks 7(5) (1994) 777-781
    • (1994) Neural Networks , vol.7 , Issue.5 , pp. 777-781
    • Rogova, G.1
  • 19
    • 0034830461 scopus 로고    scopus 로고
    • Decision templates for multiple classifier fusion: An experimental comparison
    • Kuncheva, L.I., Bezdek, J.C., Duin, R.P.W.: Decision templates for multiple classifier fusion: An experimental comparison. Pattern Recognition 34(2) (2001) 299-314
    • (2001) Pattern Recognition , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.I.1    Bezdek, J.C.2    Duin, R.P.W.3
  • 20
    • 4344710606 scopus 로고    scopus 로고
    • A new technique for combining multiple classifiers using the dempster-shafer theory of evidence
    • Al-Ani, A.: A new technique for combining multiple classifiers using the dempster-shafer theory of evidence. Journal of Artificial Intelligence Research 17 (2002) 333-361
    • (2002) Journal of Artificial Intelligence Research , vol.17 , pp. 333-361
    • Al-Ani, A.1
  • 21
    • 26444613299 scopus 로고    scopus 로고
    • Using dempster-shafer theory in mcf systems to reject samples
    • Proceedings of the 6th International Workshop on Multiple Classifier Systems, MCS 2005. Springer
    • Thiel, C., Schwenker, F., Palm, G.: Using dempster-shafer theory in mcf systems to reject samples. In: Proceedings of the 6th International Workshop on Multiple Classifier Systems, MCS 2005. Volume 3541 of LNCS., Springer (2005) 118-127
    • (2005) LNCS , vol.3541 , pp. 118-127
    • Thiel, C.1    Schwenker, F.2    Palm, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.