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Volumn 5768 LNCS, Issue PART 1, 2009, Pages 121-130

Semi-supervised learning for regression with co-training by committee

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ,; CO-TRAINING; GENERALIZATION ERROR; LABELED DATA; REAL-WORLD APPLICATION; REGRESSION ESTIMATES; SEMI-SUPERVISED; SEMI-SUPERVISED LEARNING; UNLABELED DATA;

EID: 70350610865     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04274-4_13     Document Type: Conference Paper
Times cited : (23)

References (13)
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    • Semi-supervised learning literature survey
    • Technical Report
    • Zhu, X.: Semi-supervised learning literature survey. Technical Report (2008)
    • (2008)
    • Zhu, X.1
  • 4
    • 28244448186 scopus 로고    scopus 로고
    • Tri-training: Exploiting unlabeled data using three classifiers
    • Zhou, Z., Li, M.: Tri-training: Exploiting unlabeled data using three classifiers. IEEE Trans. on Knowl. and Data Eng. 17(11), 1529-1541 (2005)
    • (2005) IEEE Trans. on Knowl. and Data Eng , vol.17 , Issue.11 , pp. 1529-1541
    • Zhou, Z.1    Li, M.2
  • 5
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L.: Bagging predictors. Machine Learning 24(2), 123-140 (1996)
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 7
    • 10444221886 scopus 로고    scopus 로고
    • Diversity creation methods: A survey and categorisation
    • Brown, G., Wyatt, J., Harris, R., Yao, X.: Diversity creation methods: a survey and categorisation. Information Fusion 6(1), 5-20 (2005)
    • (2005) Information Fusion , vol.6 , Issue.1 , pp. 5-20
    • Brown, G.1    Wyatt, J.2    Harris, R.3    Yao, X.4
  • 8
    • 85054435084 scopus 로고
    • Neural network ensembles, cross validation, and active learning
    • MIT Press, Cambridge
    • Krogh, A., Vedelsby, J.: Neural network ensembles, cross validation, and active learning. In: Advances in Neural Information Processing Systems, pp. 231-238. MIT Press, Cambridge (1995)
    • (1995) Advances in Neural Information Processing Systems , pp. 231-238
    • Krogh, A.1    Vedelsby, J.2
  • 9
    • 0035015680 scopus 로고    scopus 로고
    • Three learning phases for radial basis function networks
    • Schwenker, F., Kestler, H., Palm, G.: Three learning phases for radial basis function networks. Neural Networks 14, 439-458 (2001)
    • (2001) Neural Networks , vol.14 , pp. 439-458
    • Schwenker, F.1    Kestler, H.2    Palm, G.3
  • 13
    • 33745780111 scopus 로고    scopus 로고
    • Experiments with adaboost.rt, an improved boosting scheme for regression
    • Shrestha, D.L., Solomatine, D.P.: Experiments with adaboost.rt, an improved boosting scheme for regression. Neural Computation 18(7), 1678-1710 (2006)
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1678-1710
    • Shrestha, D.L.1    Solomatine, D.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.