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Volumn 27, Issue 3, 2010, Pages 146-155

Cost-sensitive methods of constructing hierarchical classifiers

Author keywords

cost limit; cost sensitive classifier; decision tree

Indexed keywords

ACQUISITION COSTS; BENCHMARK DATABASE; CLASSIFIER DECISIONS; COMPUTER EXPERIMENT; COST-SENSITIVE; COST-SENSITIVE LEARNING; DECISION PROBLEMS; DECISION-TREE INDUCTION; HIERARCHICAL CLASSIFIERS; MEDICAL DECISIONS; UCI MACHINE LEARNING REPOSITORY;

EID: 77954448082     PISSN: 02664720     EISSN: 14680394     Source Type: Journal    
DOI: 10.1111/j.1468-0394.2010.00515.x     Document Type: Article
Times cited : (15)

References (25)
  • 4
    • 73749086075 scopus 로고    scopus 로고
    • Classification error in Bayes multistage recognition task with fuzzy observations
    • Burduk, R. (2010) Classification error in Bayes multistage recognition task with fuzzy observations, Pattern Analysis and Applications, 13, 85 91.
    • (2010) Pattern Analysis and Applications , vol.13 , pp. 85-91
    • Burduk, R.1
  • 9
    • 34249921851 scopus 로고
    • Automated network troubleshooting knowledge acquisition
    • Lirov, Y. O.C. Yue (1991) Automated network troubleshooting knowledge acquisition, Journal of Applied Intelligence, 1, 121 132.
    • (1991) Journal of Applied Intelligence , vol.1 , pp. 121-132
    • Lirov, Y.1    Yue, O.C.2
  • 15
    • 0026154832 scopus 로고
    • The use of background knowledge in decision tree induction
    • Núnez, M. (1991) The use of background knowledge in decision tree induction, Machine Learning, 6, 231 250.
    • (1991) Machine Learning , vol.6 , pp. 231-250
    • Núnez, M.1
  • 16
    • 77954450550 scopus 로고    scopus 로고
    • Experiments on classifiers obtained via decision tree induction methods with different attribute acquisition cost limit
    • M. Kurzynski*et al. (eds)
    • Penar, W. M. Wozniak (2007) Experiments on classifiers obtained via decision tree induction methods with different attribute acquisition cost limit, in Computer Recognition Systems 2, M. Kurzynski et al. (eds)
    • (2007) Computer Recognition Systems 2
    • Penar, W.1    Wozniak, M.2
  • 17
    • 33744584654 scopus 로고
    • Induction on decision tree
    • Quinlan, J.R. (1986) Induction on decision tree, Machine Learning, 1, 81 106.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 21
    • 0027682298 scopus 로고
    • Cost-sensitive learning of classification knowledge and its applications in robotics
    • Tan, M. (1993) Cost-sensitive learning of classification knowledge and its applications in robotics, Machine Learning, 13, 7 33.
    • (1993) Machine Learning , vol.13 , pp. 7-33
    • Tan, M.1
  • 22
  • 24
    • 0000865580 scopus 로고
    • Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm
    • Turney, P.D. (1995) Cost-sensitive classification: empirical evaluation of a hybrid genetic decision tree induction algorithm, Journal of Artificial Intelligence Research, 2, 369 409.
    • (1995) Journal of Artificial Intelligence Research , vol.2 , pp. 369-409
    • Turney, P.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.