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Volumn , Issue , 2016, Pages 2342-2350

Pruning random forests for prediction on a budget

Author keywords

[No Author keywords available]

Indexed keywords

BUDGET CONTROL; COMBINATORIAL OPTIMIZATION; COMPUTER SOFTWARE REUSABILITY; DECISION TREES; FORECASTING; HEURISTIC METHODS; OPTIMIZATION;

EID: 85018892105     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (78)

References (23)
  • 1
    • 78651276390 scopus 로고    scopus 로고
    • IBM ILOG CPLEX Optimizer. http://www-01.ibm.com/software/integration/optimization/cplex-optimizer/, 2010.
    • (2010) IBM ILOG CPLEX Optimizer
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman. Random forests. Machine Learning, 45(1):5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 5
    • 79953246501 scopus 로고    scopus 로고
    • Decision trees for entity identification: Approximation algorithms and hardness results
    • March
    • Venkatesan T. Chakaravarthy, Vinayaka Pandit, Sambuddha Roy, Pranjal Awasthi, and Mukesh K. Mohania. Decision trees for entity identification: Approximation algorithms and hardness results. ACM Trans. Algorithms, 7(2):15:1-15:22, March 2011.
    • (2011) ACM Trans. Algorithms , vol.7 , Issue.2 , pp. 151-1522
    • Chakaravarthy, V.T.1    Pandit, V.2    Roy, S.3    Awasthi, P.4    Mohania, M.K.5
  • 8
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • J. H. Friedman. Greedy function approximation: A gradient boosting machine. Annals of Statistics, 29:1189-1232, 2000.
    • (2000) Annals of Statistics , vol.29 , pp. 1189-1232
    • Friedman, J.H.1
  • 13
    • 36848999243 scopus 로고    scopus 로고
    • Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
    • S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In IEEE CVPR, 2006.
    • (2006) IEEE CVPR
    • Lazebnik, S.1    Schmid, C.2    Ponce, J.3
  • 14
    • 85162513516 scopus 로고    scopus 로고
    • Object bank: A high-level image representation for scene classification and semantic feature sparsification
    • L. J. Li, H. Su, E. P. Xing, and L. Fei-Fei. Object Bank: A High-Level Image Representation for Scene Classification and Semantic Feature Sparsification. In NIPS. 2010.
    • (2010) NIPS
    • Li, L.J.1    Su, H.2    Xing, E.P.3    Fei-Fei, L.4
  • 15
    • 0041311320 scopus 로고    scopus 로고
    • A dynamic programming based pruning method for decision trees
    • September
    • X. Li, J. Sweigart, J. Teng, J. Donohue, and L. Thombs. A dynamic programming based pruning method for decision trees. INFORMS J. on Computing, 13(4):332-344, September 2001.
    • (2001) INFORMS J. on Computing , vol.13 , Issue.4 , pp. 332-344
    • Li, X.1    Sweigart, J.2    Teng, J.3    Donohue, J.4    Thombs, L.5
  • 17
    • 0000095809 scopus 로고
    • An analysis of approximations for maximizing submodular set functions
    • G. L. Nemhauser, L. A. Wolsey, and M. L. Fisher. An analysis of approximations for maximizing submodular set functions. Mathematical Programming, 14(1):265-294, 1978.
    • (1978) Mathematical Programming , vol.14 , Issue.1 , pp. 265-294
    • Nemhauser, G.L.1    Wolsey, L.A.2    Fisher, M.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.