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Volumn 2006, Issue , 2006, Pages 136-146

A general framework for accurate and fast regression by data summarization in random decision trees

Author keywords

Decision trees; Random; Regression

Indexed keywords

DATA MINING; DECISION THEORY; PARAMETER ESTIMATION; PROBLEM SOLVING; REGRESSION ANALYSIS; TREES (MATHEMATICS);

EID: 33749568964     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1150402.1150421     Document Type: Conference Paper
Times cited : (18)

References (19)
  • 1
    • 0001492549 scopus 로고    scopus 로고
    • Shape quantization and recognition with randomized trees
    • Amit, Y. and Geman, D. (1997). Shape quantization and recognition with randomized trees. Neural Computation, 9(7):1545-1588.
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1545-1588
    • Amit, Y.1    Geman, D.2
  • 2
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L. (2001). Random forests. Machine Learning, 45(1):5-32.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 11
    • 33749576561 scopus 로고    scopus 로고
    • (July). Master's thesis, Faculty of Information Technology, Monash University
    • Liu, T. F. (July 2005). The utility of randomness in decision tree ensemble. Master's thesis, Faculty of Information Technology, Monash University.
    • (2005) The Utility of Randomness in Decision Tree Ensemble
    • Liu, T.F.1
  • 12
    • 0036556537 scopus 로고    scopus 로고
    • Regression trees with unbiased variable selection and interaction detection
    • Loh, W.-Y. (2002). Regression trees with unbiased variable selection and interaction detection. Statistica Sinica, 12:361-386.
    • (2002) Statistica Sinica , vol.12 , pp. 361-386
    • Loh, W.-Y.1
  • 16
    • 33749569674 scopus 로고    scopus 로고
    • Ensemble svm regression based multi-view face detection system
    • Microsoft Research
    • Van, J., Li, S., Zhu, S., and Zhang, H. (2001). Ensemble svm regression based multi-view face detection system. Technical Report MSR-TR-2001-09, Microsoft Research.
    • (2001) Technical Report , vol.MSR-TR-2001-09
    • Van, J.1    Li, S.2    Zhu, S.3    Zhang, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.