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Volumn 5855 LNAI, Issue , 2009, Pages 629-638

Semi-supervised classification based on clustering ensembles

Author keywords

Classification; Clustering consistency; Clustering ensembles; Semi supervised learning

Indexed keywords

CLUSTERING ENSEMBLE; CONSISTENCY INDEX; DATA SETS; PUBLIC DATA; REAL-WORLD APPLICATION; SEMI-SUPERVISED ALGORITHM; SEMI-SUPERVISED CLASSIFICATION; SEMI-SUPERVISED LEARNING; UCI MACHINE LEARNING REPOSITORY; UNLABELED SAMPLES;

EID: 71649086725     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-05253-8_69     Document Type: Conference Paper
Times cited : (6)

References (19)
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    • Gabrys, B.1    Petrakieva, L.2
  • 4
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    • School of Information and Computer Science. University of California, Irvine, CA
    • Asuncion, A., Newman, D.J.: UCI Machine Learning Repository. School of Information and Computer Science. University of California, Irvine, CA, http://www.ics.uci.edu/∼mlearn/MLRepository.html
    • UCI Machine Learning Repository
    • Asuncion, A.1    Newman, D.J.2
  • 12
    • 84957012677 scopus 로고    scopus 로고
    • Fred, A.: Finding Consistent Clusters in Data Partitions. In: Kittler, J., Roli, F. (eds.) MCS 2001. LNCS, 2096, pp. 309-318. Springer, Heidelberg (2001)
    • Fred, A.: Finding Consistent Clusters in Data Partitions. In: Kittler, J., Roli, F. (eds.) MCS 2001. LNCS, vol. 2096, pp. 309-318. Springer, Heidelberg (2001)
  • 14
    • 26944471649 scopus 로고    scopus 로고
    • SETRED: Self-Training with Editing
    • Ho, T.-B, Cheung, D, Liu, H, eds, PAKDD 2005, Springer, Heidelberg
    • Li, M., Zhou, Z.H.: SETRED: Self-Training with Editing. In: Ho, T.-B., Cheung, D., Liu, H. (eds.) PAKDD 2005. LNCS (LNAI), vol. 3518, pp. 611-621. Springer, Heidelberg (2005)
    • (2005) LNCS (LNAI , vol.3518 , pp. 611-621
    • Li, M.1    Zhou, Z.H.2
  • 15
    • 71649092070 scopus 로고    scopus 로고
    • Clustering Techniques: The User's Dilemma
    • Dubes, R., Jain, A.K.: Clustering Techniques: the User's Dilemma. Pattern Recognition 41, 578-588 (1998)
    • (1998) Pattern Recognition , vol.41 , pp. 578-588
    • Dubes, R.1    Jain, A.K.2
  • 18
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    • Random Forests
    • Breiman, L.: Random Forests. Machine Learning 45, 5-32 (2001)
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.