메뉴 건너뛰기




Volumn 7441 LNCS, Issue , 2012, Pages 154-161

A new classifier combination scheme using clustering ensemble

Author keywords

Classifier Combination; Clustering Ensemble; Decision Templates

Indexed keywords

APPLICATION DOMAINS; CLASSIFICATION ACCURACY; CLASSIFICATION RESULTS; CLASSIFIER COMBINATION; CLASSIFIER COMBINATION SCHEMES; CLUSTER ANALYSIS TECHNIQUE; CLUSTERING ENSEMBLE; COMBINATION OF MULTIPLE CLASSIFIERS; DECISION TEMPLATE; EXPERIMENTAL EVALUATION; FEATURE SPACE; GENERALIZATION CAPABILITY; REAL DATA SETS; SUPERVISED CLASSIFICATION;

EID: 84865613280     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33275-3_19     Document Type: Conference Paper
Times cited : (8)

References (13)
  • 3
    • 80052987867 scopus 로고    scopus 로고
    • Classification by Cluster Analysis: A New Meta-Learning Based Approach
    • Sansone, C., Kittler, J., Roli, F. (eds.) MCS 2011. Springer, Heidelberg
    • Jurek, A., Bi, Y., Wu, S., Nugent, C.: Classification by Cluster Analysis: A New Meta-Learning Based Approach. In: Sansone, C., Kittler, J., Roli, F. (eds.) MCS 2011. LNCS, vol. 6713, pp. 259-268. Springer, Heidelberg (2011)
    • (2011) LNCS , vol.6713 , pp. 259-268
    • Jurek, A.1    Bi, Y.2    Wu, S.3    Nugent, C.4
  • 6
    • 80053021422 scopus 로고    scopus 로고
    • C3E: A Framework for Combining Ensembles of Classifiers and Clusterers
    • Sansone, C., Kittler, J., Roli, F. (eds.) MCS 2011. Springer, Heidelberg
    • Acharya, A., Hruschka, E.R., Ghosh, J., Acharyya, S.: C3E: A Framework for Combining Ensembles of Classifiers and Clusterers. In: Sansone, C., Kittler, J., Roli, F. (eds.) MCS 2011. LNCS, vol. 6713, pp. 269-278. Springer, Heidelberg (2011)
    • (2011) LNCS , vol.6713 , pp. 269-278
    • Acharya, A.1    Hruschka, E.R.2    Ghosh, J.3    Acharyya, S.4
  • 7
    • 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 Transactions on Systems, Man and Cybernetics 22(3), 418-435 (1992)
    • (1992) IEEE Transactions on Systems, Man and Cybernetics , vol.22 , Issue.3 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.3
  • 9
    • 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), 777-781 (1994)
    • (1994) Neural Networks , vol.7 , Issue.5 , pp. 777-781
    • Rogova, G.1
  • 10
    • 0034830461 scopus 로고    scopus 로고
    • Decision templates for multiple classifier fusion: An experimental comparison
    • Kuncheva, L., Bezdek, J., Duin, R.: Decision templates for multiple classifier fusion: an experimental comparison. Pattern Recognition 34(2), 299-314 (2001)
    • (2001) Pattern Recognition , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.1    Bezdek, J.2    Duin, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.