메뉴 건너뛰기




Volumn 7523 LNAI, Issue PART 1, 2012, Pages 665-680

Learning and inference in probabilistic classifier chains with beam search

Author keywords

[No Author keywords available]

Indexed keywords

BEAM SEARCH; BINARY CLASSIFICATION; CLASSICAL TECHNIQUES; COMPUTATIONAL ISSUES; CONCEPTUAL SIMPLICITY; DATA SETS; MULTI-LABEL; PRACTICAL ISSUES; PROBABILISTIC CLASSIFIERS; TEST TIME;

EID: 84866843118     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33460-3_48     Document Type: Conference Paper
Times cited : (30)

References (20)
  • 1
    • 77956522919 scopus 로고    scopus 로고
    • Bayes optimal multilabel classification via probabilistic classifier chains
    • Dembczyński, K., Cheng,W., Hüllermeier, E.: Bayes optimal multilabel classification via probabilistic classifier chains. In: ICML (2010)
    • (2010) ICML
    • Dembczyński, K.1    Cheng, W.2    Hüllermeier, E.3
  • 2
    • 83155175374 scopus 로고    scopus 로고
    • Classifier chains for multi-label classification
    • Read, J., Pfahringer, B., Holmes, G., Frank, E.: Classifier chains for multi-label classification. Machine Learning 85(3), 333-359 (2011)
    • (2011) Machine Learning , vol.85 , Issue.3 , pp. 333-359
    • Read, J.1    Pfahringer, B.2    Holmes, G.3    Frank, E.4
  • 3
    • 56449113929 scopus 로고    scopus 로고
    • Training structural SVMs when exact inference is intractable
    • Finley, T., Joachims, T.: Training structural SVMs when exact inference is intractable. In: ICML (2008)
    • (2008) ICML
    • Finley, T.1    Joachims, T.2
  • 5
    • 77958600377 scopus 로고    scopus 로고
    • Multi-label prediction via sparse infinite CCA
    • Rai, P., Daumé III, H.: Multi-label prediction via sparse infinite CCA. In: NIPS (2009)
    • (2009) NIPS
    • Rai, P.1    Daumé III, H.2
  • 6
    • 77956528679 scopus 로고    scopus 로고
    • Multi-label prediction via compressed sensing
    • Hsu, D., Kakade, S., Langford, J., Zhang, T.: Multi-label prediction via compressed sensing. In: NIPS (2009)
    • (2009) NIPS
    • Hsu, D.1    Kakade, S.2    Langford, J.3    Zhang, T.4
  • 7
    • 80053440655 scopus 로고    scopus 로고
    • Multilabel classification on tree- and DAG-structured hierarchies
    • Bi, W., Kwok, J.T.: Multilabel classification on tree- and DAG-structured hierarchies. In: ICML (2011)
    • (2011) ICML
    • Bi, W.1    Kwok, J.T.2
  • 13
    • 84881047364 scopus 로고    scopus 로고
    • Bayesian chain classifiers for multidimensional classification
    • Zaragoza, J., Sucar, L., Morales, E.: Bayesian chain classifiers for multidimensional classification. In: IJCAI (2011)
    • (2011) IJCAI
    • Zaragoza, J.1    Sucar, L.2    Morales, E.3
  • 17
    • 4544259831 scopus 로고    scopus 로고
    • Logistic regression in rare events data
    • King, G., Zeng, L.: Logistic regression in rare events data. Political Analysis 9(2), 137-163 (2001)
    • (2001) Political Analysis , vol.9 , Issue.2 , pp. 137-163
    • King, G.1    Zeng, L.2
  • 18
    • 0242456763 scopus 로고    scopus 로고
    • Transforming classifier scores into accurate multiclass probability estimates
    • Zadrozny, B., Elkan, C.: Transforming classifier scores into accurate multiclass probability estimates. In: KDD (2002)
    • (2002) KDD
    • Zadrozny, B.1    Elkan, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.