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Volumn 5326 LNCS, Issue , 2008, Pages 172-179

Semi-supervised learning with ensemble learning and graph sharpening

Author keywords

Ensemble learning; Graph sharpening; Hyperparameter selection; Noise reduction; Semi supervised learning

Indexed keywords

LABELED DATA; NOISE ABATEMENT; SEMI-SUPERVISED LEARNING;

EID: 58049123638     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-88906-9_22     Document Type: Conference Paper
Times cited : (4)

References (15)
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    • Shin, H.1    Tsuda, K.2
  • 3
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    • Graph Sharpening plus Graph Integration: A Synergy that Improves Protein Functional Classification
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    • Shin, H.1    Lisewski, A.M.2    Lichtarge, O.3
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    • 0030365938 scopus 로고    scopus 로고
    • Error Correlation and Error Reduction in Ensemble Classifiers
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    • Turner, K.1    Ghosh, J.2
  • 8
    • 58049087804 scopus 로고    scopus 로고
    • Shin, H., Hill, N.J., Raetsch, G.: Graph-based semi-supervised learning with sharper edges. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) ECML 2006. LNCS (LNAI), 4212, pp. 402-413. Springer, Heidelberg (2006)
    • Shin, H., Hill, N.J., Raetsch, G.: Graph-based semi-supervised learning with sharper edges. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) ECML 2006. LNCS (LNAI), vol. 4212, pp. 402-413. Springer, Heidelberg (2006)
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    • Belkin, M., Matveeva, I., Niyogi, P.: Regularization and regression on large graphs. In: Shawe-Taylor, J., Singer, Y. (eds.) COLT 2004. LNCS (LNAI), 3120, pp. 624-638. Springer, Heidelberg (2004)
    • Belkin, M., Matveeva, I., Niyogi, P.: Regularization and regression on large graphs. In: Shawe-Taylor, J., Singer, Y. (eds.) COLT 2004. LNCS (LNAI), vol. 3120, pp. 624-638. Springer, Heidelberg (2004)
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    • Statistical comparisons of classifiers over multiple data sets
    • Demšar, J.: Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research 7, 1-30 (2006)
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.