메뉴 건너뛰기




Volumn 164 AISC, Issue , 2012, Pages 77-84

Classification trees based on belief functions

Author keywords

[No Author keywords available]

Indexed keywords

BELIEF FUNCTION; CLASSIFICATION METHODS; CLASSIFICATION TREES; DECISION TREE CLASSIFIERS; DECISION TREE METHOD; MULTI-CLASS; MULTI-CLASS PROBLEMS;

EID: 84861000448     PISSN: 18675662     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-29461-7_9     Document Type: Conference Paper
Times cited : (13)

References (16)
  • 1
    • 16344365463 scopus 로고    scopus 로고
    • Upper entropy of credal sets. Applications to credal classification
    • Abellan, J., Moral, S.: Upper entropy of credal sets. Applications to credal classification. International Journal of Approximate Reasoning 39(2-3), 235-255 (2005)
    • (2005) International Journal of Approximate Reasoning , vol.39 , Issue.2-3 , pp. 235-255
    • Abellan, J.1    Moral, S.2
  • 3
    • 0034251420 scopus 로고    scopus 로고
    • Growing a tree classifier with imprecise data
    • Ciampi, A.: Growing a tree classifier with imprecise data. Pattern Recognition Letters 21(9), 787-803 (2000)
    • (2000) Pattern Recognition Letters , vol.21 , Issue.9 , pp. 787-803
    • Ciampi, A.1
  • 5
    • 0001669805 scopus 로고
    • New methods for reasoning towards posterior distributions based on sample data
    • Dempster, A.P.: New methods for reasoning towards posterior distributions based on sample data. Annals of Mathematical Statistics 37, 355-374 (1966)
    • (1966) Annals of Mathematical Statistics , vol.37 , pp. 355-374
    • Dempster, A.P.1
  • 6
    • 33745394396 scopus 로고    scopus 로고
    • Constructing belief functions from sample data using multinomial confidence regions
    • Denoeux, T.: Constructing belief functions from sample data using multinomial confidence regions. International Journal of Approximate Reasoning 42(3), 228-252 (2006)
    • (2006) International Journal of Approximate Reasoning , vol.42 , Issue.3 , pp. 228-252
    • Denoeux, T.1
  • 7
    • 84870426604 scopus 로고    scopus 로고
    • Maximum likelihood estimation from uncertain data in the belief function framework
    • (to appear), doi:10.1109/TKDE.2011.201
    • Denoeux, T.: Maximum likelihood estimation from uncertain data in the belief function framework. IEEE Trans. on Know. and Data Eng. (2011) (to appear), doi:10.1109/TKDE.2011.201
    • (2011) IEEE Trans. on Know. and Data Eng.
    • Denoeux, T.1
  • 11
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan, J.: Induction of decision trees. Machine Learning 1, 81-106 (1986)
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.1
  • 12
    • 33846058836 scopus 로고    scopus 로고
    • Pairwise Classifier Combination using Belief Functions
    • Quost, B., Denoeux, T.: Pairwise Classifier Combination using Belief Functions. Pattern Recognition Letters 28, 644-653 (2006)
    • (2006) Pattern Recognition Letters , vol.28 , pp. 644-653
    • Quost, B.1    Denoeux, T.2
  • 14
    • 21744462473 scopus 로고    scopus 로고
    • Extensions of belief functions and possibility distributions by using the imprecise dirichlet model
    • Utkin, L.V.: Extensions of belief functions and possibility distributions by using the imprecise dirichlet model. Fuzzy Sets and Systems 154(3), 413-431 (2005)
    • (2005) Fuzzy Sets and Systems , vol.154 , Issue.3 , pp. 413-431
    • Utkin, L.V.1
  • 15
    • 0013322395 scopus 로고    scopus 로고
    • Handling uncertain labels in multiclass problems using belief decision trees
    • Vannoorenbergue, P., Denoeux, T.: Handling uncertain labels in multiclass problems using belief decision trees. In: IPMU 2002, Annecy, France, vol. 3, pp. 1919-1926 (2002)
    • (2002) IPMU 2002, Annecy, France , vol.3 , pp. 1919-1926
    • Vannoorenbergue, P.1    Denoeux, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.